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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #609
Variance-Reduced Long-Term Rehearsal Learning with Quadratic Programming Reformulation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4604
MV-CoLight: Efficient Object Compositing with Consistent Lighting and Shadow Generation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
FACE: Faithful Automatic Concept Extraction
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4711
VaMP: Variational Multi-Modal Prompt Learning for Vision-Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4102
Cognitive Mirrors: Exploring the Diverse Functional Roles of Attention Heads in LLM Reasoning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4413
PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4314
An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5316
FedRAM: Federated Reweighting and Aggregation for Multi-Task Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3508
Understanding Differential Transformer Unchains Pretrained Self-Attentions
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3719
Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #813
A Near-Optimal Algorithm for Decentralized Convex-Concave Finite-Sum Minimax Optimization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3916
Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3408
GoRA: Gradient-driven Adaptive Low Rank Adaptation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2501
AutoData: A Multi-Agent System for Open Web Data Collection
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2811
WALL-E: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2412
AliO: Output Alignment Matters in Long-Term Time Series Forecasting
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5506
macOSWorld: A Multilingual Interactive Benchmark for GUI Agents
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2517
PMLF: A Physics-Guided Multiscale Loss Framework for Structurally Heterogeneous Time Series
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4018
Compositional Reasoning with Transformers, RNNs, and Chain of Thought
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #413
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4210
Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3303
HoPE: Hybrid of Position Embedding for Long Context Vision-Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
Traversal Verification for Speculative Tree Decoding
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
SHGR: A Generalized Maximal Correlation Coefficient
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1213
Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4409
DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1514
Crucible: Quantifying the Potential of Control Algorithms through LLM Agents
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3505
Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3615
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4614
Wukong's 72 Transformations: High-fidelity Textured 3D Morphing via Flow Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3600
A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5408
Smooth Quadratic Prediction Markets
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #903
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #316
A Bayesian Fast-Slow Framework to Mitigate Interference in Non-Stationary Reinforcement Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Variational Supervised Contrastive Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2016
OPHR: Mastering Volatility Trading with Multi-Agent Deep Reinforcement Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2415
FlowMixer: A Depth-Agnostic Neural Architecture for Interpretable Spatiotemporal Forecasting
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4901
Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4407
Stable Part Diffusion 4D: Multi-View RGB and Kinematic Parts Video Generation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2711
Place Cells as Multi-Scale Position Embeddings: Random Walk Transition Kernels for Path Planning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #410
Learning Interactive World Model for Object-Centric Reinforcement Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3109
Finite Sample Analyses for Continuous-time Linear Systems: System Identification and Online Control
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5010
DAMamba: Vision State Space Model with Dynamic Adaptive Scan
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2108
Brain-Inspired fMRI-to-Text Decoding via Incremental and Wrap-Up Language Modeling
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4500
Quantifying and Alleviating Co-Adaptation in Sparse-View 3D Gaussian Splatting
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5103
Zero-Shot Blind-Spot Image Denoising via Cross-Scale Non-Local Pixel Refilling
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #916
Conformal Prediction in The Loop: A Feedback-Based Uncertainty Model for Trajectory Optimization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2414
Improving Time Series Forecasting via Instance-aware Post-hoc Revision
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5503
Sparc3D: Sparse Representation and Construction for High-Resolution 3D Shapes Modeling
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #201
Hyperbolic Dataset Distillation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3917
GD$^2$: Robust Graph Learning under Label Noise via Dual-View Prediction Discrepancy
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2801
Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2305
CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4708
CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1005
ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4912
SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1801
Variational Regularized Unbalanced Optimal Transport: Single Network, Least Action
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3316
Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Rethinking Approximate Gaussian Inference in Classification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3006
Multidimensional Bayesian Utility Maximization: Tight Approximations to Welfare
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1500
Praxis-VLM: Vision-Grounded Decision Making via Text-Driven Reinforcement Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
IBGS: Image-Based Gaussian Splatting
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1111
Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1707
OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3012
On Agnostic PAC Learning in the Small Error Regime
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2507
How to Auto-optimize Prompts for Domain Tasks? Adaptive Prompting and Reasoning through Evolutionary Domain Knowledge Adaptation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4300
Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2511
SGN: Shifted Window-Based Hierarchical Variable Grouping for Multivariate Time Series Classification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3306
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4812
One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4305
MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1712
RiboFlow: Conditional De Novo RNA Co-Design via Synergistic Flow Matching
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3803
NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1904
CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4510
SurfelSplat: Learning Efficient and Generalizable Gaussian Surfel Representations for Sparse-View Surface Reconstruction
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4001
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4900
Point or Line? Using Line-based Representation for Panoptic Symbol Spotting in CAD Drawings
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4414
Boosting Generative Image Modeling via Joint Image-Feature Synthesis
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3106
Robust Minimax Boosting with Performance Guarantees
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
Think before Recommendation: Autonomous Reasoning-enhanced Recommender
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4400
Text to Sketch Generation with Multi-Styles
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4712
VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #706
Multiclass Loss Geometry Matters for Generalization of Gradient Descent in Separable Classification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4710
Pancakes: Consistent Multi-Protocol Image Segmentation Across Biomedical Domains
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #509
Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3417
FlashBias: Fast Computation of Attention with Bias
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3001
Certifying Concavity and Monotonicity in Games via Sum-of-Squares Hierarchies
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2206
Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3815
Pseudo-Riemannian Graph Transformer
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1101
EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
CHiQPM: Calibrated Hierarchical Interpretable Image Classification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5015
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5500
Individual Regret in Cooperative Stochastic Multi-Armed Bandits
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3318
Projection-based Lyapunov method for fully heterogeneous weakly-coupled MDPs
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2904
Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
Instant4D: 4D Gaussian Splatting in Minutes
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4702
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1906
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2608
Disentangling misreporting from genuine adaptation in strategic settings: a causal approach
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3409
Learning in Compact Spaces with Approximately Normalized Transformer
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #606
FEAT: Free energy Estimators with Adaptive Transport
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3714
Weaver: Shrinking the Generation-Verification Gap by Scaling Compute for Verification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
LiteReality: Graphics-Ready 3D Scene Reconstruction from RGB-D Scans
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1510
TranSUN: A Preemptive Paradigm to Eradicate Retransformation Bias Intrinsically from Regression Models in Recommender Systems
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1114
IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1301
KScope: A Framework for Characterizing the Knowledge Status of Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2612
A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3811
GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4307
CamEdit: Continuous Camera Parameter Control for Photorealistic Image Editing
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4505
Metropolis-Hastings Sampling for 3D Gaussian Reconstruction
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3618
Continuous Diffusion Model for Language Modeling
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3300
FedEL: Federated Elastic Learning for Heterogeneous Devices
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2513
On the Integration of Spatial-Temporal Knowledge: A Lightweight Approach to Atmospheric Time Series Forecasting
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1610
DMol: A Highly Efficient and Chemical Motif-Preserving Molecule Generation Platform
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5211
Beyond Least Squares: Uniform Approximation and the Hidden Cost of Misspecification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1701
Unsupervised Trajectory Optimization for 3D Registration in Serial Section Electron Microscopy using Neural ODEs
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2007
Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3704
Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1314
Multi-Class Support Vector Machine with Differential Privacy
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5101
One-Step Diffusion-Based Image Compression with Semantic Distillation
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Poster]
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1600
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1901
MoonCast: High-Quality Zero-Shot Podcast Generation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3204
Optimal Best Arm Identification under Differential Privacy
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3412
Language Ranker: A Lightweight Ranking framework for LLM Decoding
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4514
VETA-DiT: Variance-Equalized and Temporally Adaptive Quantization for Efficient 4-bit Diffusion Transformers
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3107
Improved Robust Estimation for Erdős-Rényi Graphs: The Sparse Regime and Optimal Breakdown Point
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3410
FP4 All the Way: Fully Quantized Training of Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
Uncertainty Estimation by Flexible Evidential Deep Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1304
DualOptim: Enhancing Efficacy and Stability in Machine Unlearning with Dual Optimizers
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1300
Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shift with Unlabeled Data
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2802
Transfer Learning for Benign Overfitting in High-Dimensional Linear Regression
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5410
Graph Alignment via Birkhoff Relaxation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #810
FlowMoE: A Scalable Pipeline Scheduling Framework for Distributed Mixture-of-Experts Training
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1616
MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #100
Channel Matters: Estimating Channel Influence for Multivariate Time Series
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1113
Robust Explanations of Graph Neural Networks via Graph Curvatures
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2209
Modeling Neural Activity with Conditionally Linear Dynamical Systems
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #503
Epistemic Uncertainty Estimation in Regression Ensemble Models with Pairwise Epistemic Estimators
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3613
SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1708
Scalable and Cost-Efficient de Novo Template-Based Molecular Generation
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3912
Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4704
Multimodal Causal Reasoning for UAV Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2403
$\textit{Hyper-GoalNet}$: Goal-Conditioned Manipulation Policy Learning with HyperNetworks
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
SteerConf: Steering LLMs for Confidence Elicitation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1516
Position: Biology is the Challenge Physics-Informed ML Needs to Evolve
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2714
Soft Task-Aware Routing of Experts for Equivariant Representation Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3810
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4405
Seg4Diff: Unveiling Open-Vocabulary Semantic Segmentation in Text-to-Image Diffusion Transformers
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
Flash Invariant Point Attention
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2807
Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4208
LLM Safety Alignment is Divergence Estimation in Disguise
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5313
LABridge: Text–Image Latent Alignment Framework via Mean-Conditioned OU Process
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5318
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #615
Learning from A Single Markovian Trajectory: Optimality and Variance Reduction
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #814
Cost-aware LLM-based Online Dataset Annotation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3509
Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3014
Statistical Guarantees for High-Dimensional Stochastic Gradient Descent
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2310
Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization Perspective
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #515
When Can Model-Free Reinforcement Learning be Enough for Thinking?
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #510
Solving and Learning Partial Differential Equations with Variational Q-Exponential Processes
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4104
On the Loss of Context Awareness in General Instruction Fine-tuning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1711
Flexible MOF Generation with Torsion-Aware Flow Matching
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
Private Statistical Estimation via Truncation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2200
BrainFlow: A Holistic Pathway of Dynamic Neural System on Manifold
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3818
Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3400
Gains: Fine-grained Federated Domain Adaptation in Open Set
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3302
TADA: Improved Diffusion Sampling with Training-free Augmented DynAmics
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #816
$O(\sqrt{T})$ Static Regret and Instance Dependent Constraint Violation for Constrained Online Convex Optimization
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2400
Touch in the Wild: Learning Fine-Grained Manipulation with a Portable Visuo-Tactile Gripper
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2401
SAFE: Multitask Failure Detection for Vision-Language-Action Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3313
Risk-Averse Constrained Reinforcement Learning with Optimized Certainty Equivalents
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4415
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3915
Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1400
Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3003
Learning from Delayed Feedback in Games via Extra Prediction
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
EchoShot: Multi-Shot Portrait Video Generation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3309
Heavy-Ball Momentum Method in Continuous Time and Discretization Error Analysis
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4107
RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5404
Video-R1: Reinforcing Video Reasoning in MLLMs
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5501
Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4803
SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1210
Fairness-aware Anomaly Detection via Fair Projection
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Exploiting Dynamic Sparsity in Einsum
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4019
Analyzing the Power of Chain of Thought through Memorization Capabilities
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3311
Exponential Convergence Guarantees for Iterative Markovian Fitting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2806
MoORE: SVD-based Model MoE-ization for Conflict- and Oblivion-Resistant Multi-Task Adaptation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2306
Towards Reliable LLM-based Robots Planning via Combined Uncertainty Estimation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4203
EventMG: Efficient Multilevel Mamba-Graph Learning for Spatiotemporal Event Representation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #400
What Can RL Bring to VLA Generalization? An Empirical Study
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
Neurosymbolic Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2103
BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #611
Anytime-valid, Bayes-assisted, Prediction-Powered Inference
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3206
Accelerating Feature Conformal Prediction via Taylor Approximation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2814
Provable Scaling Laws for the Test-Time Compute of Large Language Models
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #309
LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #506
Temporal-Difference Variational Continual Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #416
RF-Agent: Automated Reward Function Design via Language Agent Tree Search
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3510
One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3414
Scaling Laws for Optimal Data Mixtures
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3100
Continuous Q-Score Matching: Diffusion Guided Reinforcement Learning for Continuous-Time Control
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #412
Progress Reward Model for Reinforcement Learning via Large Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4206
Small Singular Values Matter: A Random Matrix Analysis of Transformer Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4100
SEGA: Shaping Semantic Geometry for Robust Hashing under Noisy Supervision
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4515
Policy Optimized Text-to-Image Pipeline Design
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2709
CyIN: Cyclic Informative Latent Space for Bridging Complete and Incomplete Multimodal Learning
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3005
Online Strategic Classification With Noise and Partial Feedback
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #411
Robust Reinforcement Learning in Finance: Modeling Market Impact with Elliptic Uncertainty Sets
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3904
Monitoring Risks in Test-Time Adaptation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2812
Improving Decision Trees through the Lens of Parameterized Local Search
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4106
Less is More: Improving LLM Alignment via Preference Data Selection
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4007
The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3011
A solvable model of learning generative diffusion: theory and insights
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4316
ConTextTab: A Semantics-Aware Tabular In-Context Learner
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3608
From Bytes to Ideas: Language Modeling with Autoregressive U-Nets
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1403
MixAT: Combining Continuous and Discrete Adversarial Training for LLMs
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Slides]
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #404
HyperMARL: Adaptive Hypernetworks for Multi-Agent RL
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4800
MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2800
Exploiting Task Relationships in Continual Learning via Transferability-Aware Task Embeddings
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #514
Shift Before You Learn: Enabling Low-Rank Representations in Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
Distance-informed Neural Processes
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5312
Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach
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Slides]
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4013
Depth-Bounds for Neural Networks via the Braid Arrangement
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5308
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #815
Efficient semantic uncertainty quantification in language models via diversity-steered sampling
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Slides]
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3908
MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1104
Layer-Wise Modality Decomposition for Interpretable Multimodal Sensor Fusion
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3304
Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2604
Estimation of Treatment Effects in Extreme and Unobserved Data
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
Neural Entropy
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4602
LODGE: Level-of-Detail Large-Scale Gaussian Splatting with Efficient Rendering
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3000
A Cramér–von Mises Approach to Incentivizing Truthful Data Sharing
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4816
FlowFeat: Pixel-Dense Embedding of Motion Profiles
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4304
Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
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Slides]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5019
Learning Skill-Attributes for Transferable Assessment in Video
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2813
Semi-supervised Vertex Hunting, with Applications in Network and Text Analysis
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3619
CORAL: Disentangling Latent Representations in Long-Tailed Diffusion
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3108
Implicit Bias of Spectral Descent and Muon on Multiclass Separable Data
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4909
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1603
From Pose to Muscle: Multimodal Learning for Piano Hand Muscle Electromyography
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4516
Role Bias in Diffusion Models: Diagnosing and Mitigating through Intermediate Decomposition
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #216
Physics-informed Value Learner for Offline Goal-Conditioned Reinforcement Learning
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3404
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4802
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4014
Continuity and Isolation Lead to Doubts or Dilemmas in Large Language Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
Flux4D: Flow-based Unsupervised 4D Reconstruction
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1502
A Unified Reasoning Framework for Holistic Zero-Shot Video Anomaly Analysis
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4417
Image Stitching in Adverse Condition: A Bidirectional-Consistency Learning Framework and Benchmark
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3717
GPO: Learning from Critical Steps to Improve LLM Reasoning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3808
Conditional Diffusion Anomaly Modeling on Graphs
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3612
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5014
What We Miss Matters: Learning from the Overlooked in Point Cloud Transformers
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1401
Wisdom is Knowing What not to Say: Hallucination-Free LLMs Unlearning via Attention Shifting
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #808
KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3105
Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1905
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #215
Optimal Dynamic Regret by Transformers for Non-Stationary Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4707
Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5105
DON’T NEED RETRAINING: A Mixture of DETR and Vision Foundation Models for Cross-Domain Few-Shot Object Detection
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #403
Adaptive Context Length Optimization with Low-Frequency Truncation for Multi-Agent Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3102
Tractable Multinomial Logit Contextual Bandits with Non-Linear Utilities
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2916
You Can Trust Your Clustering Model: A Parameter-free Self-Boosting Plug-in for Deep Clustering
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2616
Harnessing Feature Resonance under Arbitrary Target Alignment for Out-of-Distribution Node Detection
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2810
Martingale Score: An Unsupervised Metric for Bayesian Rationality in LLM Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #307
Multi-Objective Reinforcement Learning with Max-Min Criterion: A Game-Theoretic Approach
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5009
Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Rao-Blackwellised Reparameterisation Gradients
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4502
AtlasGS: Atlanta-world Guided Surface Reconstruction with Implicit Structured Gaussians
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4910
When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1115
Additive Models Explained: A Computational Complexity Approach
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #801
Fairness-Regularized Online Optimization with Switching Costs
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3101
Minimax Adaptive Online Nonparametric Regression over Besov spaces
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4318
REPA Works Until It Doesn’t: Early-Stopped, Holistic Alignment Supercharges Diffusion Training
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #710
Large Language Models as End-to-end Combinatorial Optimization Solvers
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2215
A Physics-preserved Transfer Learning Method for Differential Equations
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5315
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #409
Spectral Learning for Infinite-Horizon Average-Reward POMDPs
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2505
MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4911
VidEmo: Affective-Tree Reasoning for Emotion-Centric Video Foundation Models
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4613
Deep Gaussian from Motion: Exploring 3D Geometric Foundation Models for Gaussian Splatting
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #605
Sparse Gaussian Processes: Structured Approximations and Power-EP Revisited
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
Generative Pre-trained Autoregressive Diffusion Transformer
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4504
Fused View-Time Attention and Feedforward Reconstruction for 4D Scene Generation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3605
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1006
MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1506
Ultra-high Resolution Watermarking Framework Resistant to Extreme Cropping and Scaling
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1507
MiCADangelo: Fine-Grained Reconstruction of Constrained CAD Models from 3D Scans
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1407
Fortifying Time Series: DTW-Certified Robust Anomaly Detection
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5505
ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5310
Personalized Exercise Recommendation with Semantically-Grounded Knowledge Tracing
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4403
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Linear Extrapolation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2202
TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer Networks
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2315
Local-Global Associative Frames for Symmetry-Preserving Crystal Structure Modeling
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4006
Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3506
DePass: Unified Feature Attributing by Simple Decomposed Forward Pass
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4709
A Frustratingly Simple Yet Highly Effective Attack Baseline: Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2903
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2615
DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #711
Bilevel Optimization for Adversarial Learning Problems: Sharpness, Generation, and Beyond
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2312
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #909
Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3910
Robust LLM Alignment via Distributionally Robust Direct Preference Optimization
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Poster]
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1105
Angular Steering: Behavior Control via Rotation in Activation Space
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5008
Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1110
FLAME: Fast Long-context Adaptive Memory for Event-based Vision
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3307
Gaussian Process Upper Confidence Bound Achieves Nearly-Optimal Regret in Noise-Free Gaussian Process Bandits
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Poster]
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4713
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation
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Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #207
A Clean Slate for Offline Reinforcement Learning
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3201
Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2105
Flexible inference for animal learning rules using neural networks
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2700
IA-GGAD: Zero-shot Generalist Graph Anomaly Detection via Invariant and Affinity Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4813
Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4513
Depth-Supervised Fusion Network for Seamless-Free Image Stitching
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
GauDP: Reinventing Multi-Agent Collaboration through Gaussian-Image Synergy in Diffusion Policies
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2313
SymMaP: Improving Computational Efficiency in Linear Solvers through Symbolic Preconditioning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4700
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
Is Grokking a Computational Glass Relaxation?
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #208
Adaptable Safe Policy Learning from Multi-task Data with Constraint Prioritized Decision Transformer
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4807
Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3104
Generalizing while preserving monotonicity in comparison-based preference learning models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2902
Parameter Dynamics of Online Machine Learning and Test-time Adaptation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3507
ZeCO: Zero-Communication Overhead Sequence Parallelism for Linear Attention
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4501
Multimodal LiDAR-Camera Novel View Synthesis with Unified Pose-free Neural Fields
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #807
Hierarchical Optimization via LLM-Guided Objective Evolution for Mobility-on-Demand Systems
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2712
Equivariant Eikonal Neural Networks: Grid-Free, Scalable Travel-Time Prediction on Homogeneous Spaces
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3403
Teaching Transformers to Solve Combinatorial Problems through Efficient Trial & Error
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2113
Anatomically inspired digital twins capture hierarchical object representations in visual cortex
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5519
VarFlow: Proper Scoring-Rule Diffusion Distillation via Energy Matching
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3900
Characterizing the Expressivity of Fixed-Precision Transformer Language Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2302
Dynamic Focused Masking for Autoregressive Embodied Occupancy Prediction
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3418
Inference-Time Hyper-Scaling with KV Cache Compression
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3010
Reconstruction and Secrecy under Approximate Distance Queries
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #714
Acceleration via silver step-size on Riemannian manifolds with applications to Wasserstein space
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3500
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2702
Are Greedy Task Orderings Better Than Random in Continual Linear Regression?
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2205
$\mu$PC: Scaling Predictive Coding to 100+ Layer Networks
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #800
Follow-the-Perturbed-Leader Nearly Achieves Best-of-Both-Worlds for the m-Set Semi-Bandit Problems
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3718
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1302
Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3002
Clustering via Hedonic Games: New Concepts and Algorithms
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
Synthetic-powered predictive inference
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
Inverse Q-Learning Done Right: Offline Imitation Learning in $Q^\pi$-Realizable MDPs
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1903
Exploiting LLMs for Automatic Hypothesis Assessment via a Logit-Based Calibrated Prior
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3401
AmorLIP: Efficient Language-Image Pretraining via Amortization
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
Understanding Contrastive Learning via Gaussian Mixture Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3700
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2314
Learning non-equilibrium diffusions with Schrödinger bridges: from exactly solvable to simulation-free
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3806
Random Search Neural Networks for Efficient and Expressive Graph Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2416
Topology-Aware Conformal Prediction for Stream Networks
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2605
Universal Causal Inference in a Topos
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1412
Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
A$^3$E: Towards Compositional Model Editing
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
Non-Stationary Structural Causal Bandits
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3110
Dynamic Algorithm for Explainable $k$-medians Clustering under $\ell_p$ Norm
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #907
Differentiable Sparsity via $D$-Gating: Simple and Versatile Structured Penalization
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5013
TOMCAT: Test-time Comprehensive Knowledge Accumulation for Compositional Zero-Shot Learning
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5412
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4907
Semi-off-Policy Reinforcement Learning for Vision-Language Slow-Thinking Reasoning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4609
Restage4D: Reanimating Deformable 3D Reconstruction from a Single Video
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1810
Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4810
Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2015
Group-in-Group Policy Optimization for LLM Agent Training
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2308
Provable Ordering and Continuity in Vision-Language Pretraining for Generalizable Embodied Agents
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2503
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5017
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5416
Non-Asymptotic Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4917
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4915
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4401
FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4913
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1503
CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5414
VCM: Vision Concept Modeling with Adaptive Vision Token Compression via Instruction Fine-Tuning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2614
Bit-swapping Oriented Twin-memory Multi-view Clustering in Lifelong Incomplete Scenarios
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4801
Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4201
FedRW: Efficient Privacy-Preserving Data Reweighting for Enhancing Federated Learning of Language Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4406
Video World Models with Long-term Spatial Memory
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4610
Non-Line-of-Sight 3D Reconstruction with Radar
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1207
Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #206
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4209
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4805
GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3913
Impact of Layer Norm on Memorization and Generalization in Transformers
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2002
Codifying Character Logic in Role-Playing
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4412
StateSpaceDiffuser: Bringing Long Context to Diffusion World Models
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4819
R1-ShareVL: Incentivizing Reasoning Capabilities of Multimodal Large Language Models via Share-GRPO
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4418
GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture Preservation
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5507
Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Understanding Data Influence in Reinforcement Finetuning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2703
Covariances for Free: Exploiting Mean Distributions for Training-free Federated Learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5508
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4303
OmniZoom: A Universal Plug-and-Play Paradigm for Cross-Device Smooth Zoom Interpolation
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1704
PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series in Typhoon Forecasting
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4507
Cue3D: Quantifying the Role of Image Cues in Single-Image 3D Generation
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4906
OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5511
Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2915
Fourier Clouds: Fast Bias Correction for Imbalanced Semi-Supervised Learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3519
Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4605
WildCAT3D: Appearance-Aware Multi-View Diffusion in the Wild
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4404
ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1604
PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
Recursive Transformer: Boosting Reasoning Ability with State Stack
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1010
Knowledge Distillation Detection for Open-weights Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5100
GOATex: Geometry & Occlusion-Aware Texturing
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5106
Looking Into the Water by Unsupervised Learning of the Surface Shape
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
Memorization in Graph Neural Networks
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Heterogeneous Adversarial Play in Interactive Environments
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3513
TransMLA: Migrating GQA Models to MLA with Full DeepSeek Compatibility and Speedup
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Poster]
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2109
Toward Relative Positional Encoding in Spiking Transformers
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2303
Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4705
Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4408
DCI: Dual-Conditional Inversion for Boosting Diffusion-Based Image Editing
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1907
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1408
Unveiling Environmental Sensitivity of Individual Gains in Influence Maximization
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5011
Learning Dense Hand Contact Estimation from Imbalanced Data
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5018
PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1012
The Future Unmarked: Watermark Removal in AI-Generated Images via Next-Frame Prediction
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1706
NUTS: Eddy-Robust Reconstruction of Surface Ocean Nutrients via Two-Scale Modeling
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2514
Glocal Information Bottleneck for Time Series Imputation
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3518
Polyline Path Masked Attention for Vision Transformer
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #511
Constrained Feedback Learning for Non-Stationary Multi-Armed Bandits
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
Thought Communication in Multiagent Collaboration
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5513
Robust SuperAlignment: Weak-to-Strong Robustness Generalization for Vision-Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5201
Towards Implicit Aggregation: Robust Image Representation for Place Recognition in the Transformer Era
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1405
FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4916
Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Strategic Classification with Non-Linear Classifiers
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1812
Dual-Res Tandem Mamba-3D: Bilateral Breast Lesion Detection and Classification on Non-contrast Chest CT
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5102
HAODiff: Human-Aware One-Step Diffusion via Dual-Prompt Guidance
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2203
BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2005
Causal LLM Routing: End-to-End Regret Minimization from Observational Data
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3609
Scaling Speculative Decoding with Lookahead Reasoning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4416
Accelerating Parallel Diffusion Model Serving with Residual Compression
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1612
Reaction Prediction via Interaction Modeling of Symmetric Difference Shingle Sets
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2617
Hypergraph-Enhanced Contrastive Learning for Multi-View Clustering with Hyper-Laplacian Regularization
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3607
Learning to Generate Human-Human-Object Interactions from Textual Descriptions
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5107
Autoregressive Motion Generation with Gaussian Mixture-Guided Latent Sampling
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4814
SAMA: Towards Multi-Turn Referential Grounded Video Chat with Large Language Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4302
CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5208
CF-VLM:CounterFactual Vision-Language Fine-tuning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2006
Hyper-Modality Enhancement for Multimodal Sentiment Analysis with Missing Modalities
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3413
The Primacy of Magnitude in Low-Rank Adaptation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2307
Fast-in-Slow: A Dual-System VLA Model Unifying Fast Manipulation within Slow Reasoning
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
Flattening Hierarchies with Policy Bootstrapping
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5405
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2004
Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1411
The Mirage of Performance Gains: Why Contrastive Decoding Fails to Mitigate Object Hallucinations in MLLMs?
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1609
Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4608
Test3R: Learning to Reconstruct 3D at Test Time
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #504
Multilevel neural simulation-based inference
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2516
Learning to Factorize Spatio-Temporal Foundation Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3411
Adaptive Latent-Space Constraints in Personalized Federated Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1700
AlphaFold Database Debiasing for Robust Inverse Folding
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Metritocracy: Representative Metrics for Lite Benchmarks
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3709
Gemstones: A Model Suite for Multi-Faceted Scaling Laws
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3905
Fuz-RL: A Fuzzy-Guided Robust Framework for Safe Reinforcement Learning under Uncertainty
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4815
UniTok: a Unified Tokenizer for Visual Generation and Understanding
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4517
LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2311
SpiderSolver: A Geometry-Aware Transformer for Solving PDEs on Complex Geometries
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1811
RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4211
Adaptive LoRA Experts Allocation and Selection for Federated Fine-Tuning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3716
System-Embedded Diffusion Bridge Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2705
Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5411
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2707
Exploring Structural Degradation in Dense Representations for Self-supervised Learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #900
Sign-In to the Lottery: Reparameterizing Sparse Training
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2601
A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #708
Solving Discrete (Semi) Unbalanced Optimal Transport with Equivalent Transformation Mechanism and KKT-Multiplier Regularization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2905
Controlled Visual Hallucination via Thalamus-Driven Decoupling Network for Domain Adaptation of Black-Box Predictors
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #600
Training-Free Bayesianization for Low-Rank Adapters of Large Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3301
Accelerating Block Coordinate Descent for LLM Finetuning via Landscape Expansion
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1001
Per-Architecture Training-Free Metric Optimization for Neural Architecture Search
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4808
Efficient Rectified Flow for Image Fusion
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4818
On Epistemic Uncertainty of Visual Tokens for Object Hallucinations in Large Vision-Language Models
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2611
Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1613
Unified all-atom molecule generation with neural fields
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2907
CTSketch: Compositional Tensor Sketching for Scalable Neurosymbolic Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1406
DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural Images
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3207
Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4902
Seg-VAR:Image Segmentation with Visual Autoregressive Modeling
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #401
Intrinsic Benefits of Categorical Distributional Loss: Uncertainty-aware Regularized Exploration in Reinforcement Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5110
Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5401
Non-rectangular Robust MDPs with Normed Uncertainty Sets
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4016
Emergence and scaling laws in SGD learning of shallow neural networks
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1000
A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3701
Support Vector Generation: Kernelizing Large Language Models for Efficient Zero‑Shot NLP
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3807
Effects of Dropout on Performance in Long-range Graph Learning Tasks
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5319
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2011
Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1517
When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #507
Optimal Adjustment Sets for Nonparametric Estimation of Weighted Controlled Direct Effect
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3308
Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2704
A Compressive-Expressive Communication Framework for Compositional Representations
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5209
Adaptive Quantization in Generative Flow Networks for Probabilistic Sequential Prediction
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Knowing When to Stop: Efficient Context Processing via Latent Sufficiency Signals
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1908
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #809
Partial Correlation Network Estimation by Semismooth Newton Methods
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2112
Identifying interactions across brain areas while accounting for individual-neuron dynamics with a Transformer-based variational autoencoder
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #901
Power Lines: Scaling laws for weight decay and batch size in LLM pre-training
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3617
Training-Free Constrained Generation With Stable Diffusion Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2114
Self supervised learning for in vivo localization of microelectrode arrays using raw local field potential
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
Spectral Estimation with Free Decompression
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3705
InfiGFusion: Graph-on-Logits Distillation via Efficient Gromov-Wasserstein for Model Fusion
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Amortized Sampling with Transferable Normalizing Flows
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1501
Role-aware Multi-agent Reinforcement Learning for Coordinated Emergency Traffic Control
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #707
Private Zeroth-Order Optimization with Public Data
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3710
Online Feedback Efficient Active Target Discovery in Partially Observable Environments
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4003
Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #716
Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2410
Delving into Large Language Models for Effective Time-Series Anomaly Detection
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1206
On Fairness of Unified Multimodal Large Language Model for Image Generation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1602
QiMeng-MuPa: Mutual-Supervised Learning for Sequential-to-Parallel Code Translation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
KAIROS: Scalable Model-Agnostic Data Valuation
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1802
Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4204
Mamba Modulation: On the Length Generalization of Mamba Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #914
Re-coding for Uncertainties: Edge-awareness Semantic Concordance for Resilient Event-RGB Segmentation
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2515
Selective Learning for Deep Time Series Forecasting
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2409
MAESTRO : Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2407
A Smooth Sea Never Made a Skilled SAILOR: Robust Imitation via Learning to Search
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2803
Towards Large-Scale In-Context Reinforcement Learning by Meta-Training in Randomized Worlds
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #408
ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1410
HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #102
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1402
Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
Correlated Low-Rank Adaptation for ConvNets
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
QuARI: Query Adaptive Retrieval Improvement
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #313
Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4411
When Are Concepts Erased From Diffusion Models?
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4111
Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3909
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3416
From Softmax to Score: Transformers Can Effectively Implement In-Context Denoising Steps
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2115
Does Object Binding Naturally Emerge in Large Pretrained Vision Transformers?
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #104
EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3516
What are you sinking? A geometric approach on attention sink
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4914
Less Is More, but Where? Dynamic Token Compression via LLM-Guided Keyframe Prior
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5314
Understanding Parametric and Contextual Knowledge Reconciliation within Large Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #802
Purity Law for Neural Routing Problem Solvers with Enhanced Generalizability
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3517
Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5301
Unveiling Extraneous Sampling Bias with Data Missing-Not-At-Random
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
Scalable Exploration via Ensemble++
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2003
Distilling LLM Agent into Small Models with Retrieval and Code Tools
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4518
EditInfinity: Image Editing with Binary-Quantized Generative Models
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #904
FFN Fusion: Rethinking Sequential Computation in Large Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4419
InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5302
Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #715
NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1713
Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3800
Diffusion on Demand: Selective Caching and Modulation for Efficient Generation
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2914
HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained Models
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Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4008
Identifiability of Deep Polynomial Neural Networks
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5016
Prompt-guided Disentangled Representation for Action Recognition
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #213
Leveraging Conditional Dependence for Efficient World Model Denoising
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #713
Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2001
Metis: A Foundation Speech Generation Model with Masked Generative Pre-training
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Horizon Reduction Makes RL Scalable
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1607
Which Algorithms Have Tight Generalization Bounds?
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3919
Rethinking Tokenized Graph Transformers for Node Classification
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2411
Eulerian Neural Network Informed by Chemical Transport for Air Quality Forecasting
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4817
InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4103
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3405
Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4108
RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3406
Quartet: Native FP4 Training Can Be Optimal for Large Language Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2413
ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4903
OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3407
InfiFPO: Implicit Model Fusion via Preference Optimization in Large Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5516
MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4811
ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1705
Causal Climate Emulation with Bayesian Filtering
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3004
Beyond Last-Click: An Optimal Mechanism for Ad Attribution
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
LLM Layers Immediately Correct Each Other
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3415
DISCO: DISCrete nOise for Conditional Control in Text-to-Image Diffusion Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3902
RepGuard: Adaptive Feature Decoupling for Robust Backdoor Defense in Large Language Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3911
From Faults to Features: Pretraining to Learn Robust Representations against Sensor Failures
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1100
Dense SAE Latents Are Features, Not Bugs
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1306
GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #305
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5400
EvoBrain: Dynamic Multi-Channel EEG Graph Modeling for Time-Evolving Brain Networks
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5007
SGAR: Structural Generative Augmentation for 3D Human Motion Retrieval
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2805
A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4010
Spectral Conditioning of Attention Improves Transformer Performance
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
Differentially Private Quantiles with Smaller Error
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3706
LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3819
Enhancing Graph Classification Robustness with Singular Pooling
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2100
Modeling Dynamic Neural Activity by combining Naturalistic Video Stimuli and Stimulus-independent Latent Factors
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4015
Learning to Add, Multiply, and Execute Algorithmic Instructions Exactly with Neural Networks
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2309
DEAL: Diffusion Evolution Adversarial Learning for Sim-to-Real Transfer
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2402
PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation Learning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #812
ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4918
Find your Needle: Small Object Image Retrieval via Multi-Object Attention Optimization
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1211
Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5207
DyFlow: Dynamic Workflow Framework for Agentic Reasoning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #312
Learning Preferences without Interaction for Cooperative AI: A Hybrid Offline-Online Approach
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5402
A Geometry-Aware Metric for Mode Collapse in Time Series Generative Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1615
HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5002
Segment Anything Model Meets Semi-supervised Medical Image Segmentation: A Novel Perspective
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3801
PID-controlled Langevin Dynamics for Faster Sampling of Generative Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1002
SDPGO: Efficient Self-Distillation Training Meets Proximal Gradient Optimization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4002
Better NTK Conditioning: A Free Lunch from (ReLU) Nonlinear Activation in Wide Neural Networks
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #103
Analyzing Similarity Metrics for Data Selection for Language Model Pretraining
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1011
Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3814
Disentangling Hyperedges through the Lens of Category Theory
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #806
Improving Generalization of Neural Combinatorial Optimization for Vehicle Routing Problems via Test-Time Projection Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4017
Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2900
Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4202
Distribution-Aware Tensor Decomposition for Compression of Convolutional Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5504
Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #311
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3614
When and how can inexact generative models still sample from the data manifold?
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1212
Unifying Proportional Fairness in Centroid and Non-Centroid Clustering
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2300
C-NAV: Towards Self-Evolving Continual Object Navigation in Open World
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5419
Planning without Search: Refining Frontier LLMs with Offline Goal-Conditioned RL
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3813
GAMMA: Gated Multi-hop Message Passing for Homophily-Agnostic Node Representation in GNNs
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3209
Improved Best-of-Both-Worlds Regret for Bandits with Delayed Feedback
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3514
DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #513
A Unifying View of Linear Function Approximation in Off-Policy RL Through Matrix Splitting and Preconditioning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4012
Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5111
Representation-Level Counterfactual Calibration for Debiased Zero-Shot Recognition
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2301
Real-World Reinforcement Learning of Active Perception Behaviors
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2406
A Practical Guide for Incorporating Symmetry in Diffusion Policy
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3015
Principled Long-Tailed Generative Modeling via Diffusion Models
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5418
Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3610
Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #811
Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3611
BREAD: Branched Rollouts from Expert Anchors Bridge SFT & RL for Reasoning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Learning Counterfactual Outcomes Under Rank Preservation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
Planning with Quantized Opponent Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #314
$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3205
Asymptotic theory of SGD with a general learning-rate
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3906
Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
AI-Researcher: Autonomous Scientific Innovation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #702
Stochastic Momentum Methods for Non-smooth Non-Convex Finite-Sum Coupled Compositional Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1813
Timely Clinical Diagnosis through Active Test Selection
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5514
Balancing Gradient and Hessian Queries in Non-Convex Optimization
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Benign Overfitting in Single-Head Attention
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5415
Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1208
CTRL-ALT-DECEIT Sabotage Evaluations for Automated AI R&D
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5000
Stratify or Die: Rethinking Data Splits in Image Segmentation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2110
AI-Generated Video Detection via Perceptual Straightening
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5502
On the Expressive Power of Mixture-of-Experts for Structured Complex Tasks
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #402
Learnable Burst-Encodable Time-of-Flight Imaging for High-Fidelity Long-Distance Depth Sensing
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5309
On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1109
ElliCE: Efficient and Provably Robust Algorithmic Recourse via the Rashomon Sets
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4908
Hierarchical Semantic-Augmented Navigation: Optimal Transport and Graph-Driven Reasoning for Vision-Language Navigation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3802
Spectral Analysis of Diffusion Models with Application to Schedule Design
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Explaining and Mitigating Crosslingual Tokenizer Inequities
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #602
Fisher meets Feynman: score-based variational inference with a product of experts
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3208
Scalable Policy-Based RL Algorithms for POMDPs
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3707
Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2512
Investigating Hallucinations of Time Series Foundation Models through Signal Subspace Analysis
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1409
Let a Neural Network be Your Invariant
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2008
Mellow: a small audio language model for reasoning
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2609
Counterfactual Image Editing with Disentangled Causal Latent Space
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #705
Efficient Quadratic Corrections for Frank-Wolfe Algorithms
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1004
PseuZO: Pseudo-Zeroth-Order Algorithm for Training Deep Neural Networks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1806
ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibiltiy Data
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1805
Learning Crossmodal Interaction Patterns via Attributed Bipartite Graphs for Single-Cell Omics
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #211
FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4005
Contrastive Learning with Data Misalignment: Feature Purity, Training Dynamics and Theoretical Generalization Guarantees
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4519
PolyJuice Makes It Real: Black-Box, Universal Red Teaming for Synthetic Image Detectors
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #709
MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3918
MaNGO — Adaptable Graph Network Simulators via Meta-Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #315
Training a Scientific Reasoning Model for Chemistry
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2502
Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4317
SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #300
Thinker: Learning to Think Fast and Slow
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4612
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #301
Memory-Enhanced Neural Solvers for Routing Problems
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
Efficient Verified Unlearning For Distillation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5200
Diff-ICMH: Harmonizing Machine and Human Vision in Image Compression with Generative Prior
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1715
E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1804
Securing the Language of Life: Inheritable Watermarks from DNA Language Models to Proteins
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
3D Human Pose Estimation with Muscles
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3317
A Near-optimal, Scalable and Parallelizable Framework for Stochastic Bandits Robust to Adversarial Corruptions and Beyond
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1102
Collective Counterfactual Explanations: Balancing Individual Goals and Collective Dynamics
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4919
Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1902
ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-Search
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3310
Generalized Top-k Mallows Model for Ranked Choices
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3708
ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4611
Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #704
Optimistic Online-to-Batch Conversions for Accelerated Convergence and Universality
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2504
Mitigating Instability in High Residual Adaptive Sampling for PINNs via Langevin Dynamics
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Slides]
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1807
GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1404
BAM-ICL: Causal Hijacking In-Context Learning with Budgeted Adversarial Manipulation
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3711
Learnable Sampler Distillation for Discrete Diffusion Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #406
Scalable Neural Incentive Design with Parameterized Mean-Field Approximation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #501
Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5409
C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2405
Human-assisted Robotic Policy Refinement via Action Preference Optimization
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1209
EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1108
Contimask: Explaining Irregular Time Series via Perturbations in Continuous Time
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #607
Non-equilibrium Annealed Adjoint Sampler
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #908
Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is Wasteful
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5305
AdvPrefix: An Objective for Nuanced LLM Jailbreaks
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2104
Quantifying Task-relevant Similarities in Representations Using Decision Variable Correlations
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4207
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1107
A Unified Framework for Provably Efficient Algorithms to Estimate Shapley Values
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1714
Ambient Proteins - Training Diffusion Models on Noisy Structures
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3903
Uncertainty Quantification for Deep Regression using Contextualised Normalizing Flows
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2106
Spike-timing-dependent Hebbian learning as noisy gradient descent
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #701
Streaming Stochastic Submodular Maximization with On-Demand User Requests
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Slides]
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3715
TreeGen: A Bayesian Generative Model for Hierarchies
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1106
Transferring Linear Features Across Language Models With Model Stitching
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #712
3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMs
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4603
Pose Splatter: A 3D Gaussian Splatting Model for Quantifying Animal Pose and Appearance
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #512
State Entropy Regularization for Robust Reinforcement Learning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3616
Improving the Euclidean Diffusion Generation of Manifold Data by Mitigating Score Function Singularity
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1016
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4410
RepLDM: Reprogramming Pretrained Latent Diffusion Models for High-Quality, High-Efficiency, High-Resolution Image Generation
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4607
Visual Sync: Multi‑Camera Synchronization via Cross‑View Object Motion
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2506
SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
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Slides]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3512
Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2804
Mixed-Sample SGD: an End-to-end Analysis of Supervised Transfer Learning
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Poster]
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3515
Learning Linear Attention in Polynomial Time
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3511
Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5109
Language Model Behavioral Phases are Consistent Across Architecture, Training Data, and Scale
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Slides]
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4205
Aligning Text-to-Image Diffusion Models to Human Preference by Classification
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1814
Towards Generalizable Retina Vessel Segmentation with Deformable Graph Priors
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5210
Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1313
Controlling The Spread of Epidemics on Networks with Differential Privacy
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3013
Selective Omniprediction and Fair Abstention
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2111
Characterizing control between interacting subsystems with deep Jacobian estimation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
Tail-Optimized Caching for LLM Inference
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2606
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2107
Neurons as Detectors of Coherent Sets in Sensory Dynamics
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5300
VERA: Variational Inference Framework for Jailbreaking Large Language Models
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2009
Feedback-Aware MCTS for Goal-Oriented Information Seeking
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3103
Non-Uniform Multiclass Learning with Bandit Feedback
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #805
Hybrid-Balance GFlowNet for Solving Vehicle Routing Problems
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2101
Efficient Training of Minimal and Maximal Low-Rank Recurrent Neural Networks
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #910
Modality-Aware SAM: Sharpness-Aware-Minimization Driven Gradient Modulation for Harmonized Multimodal Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #803
OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #608
Fast Non-Log-Concave Sampling under Nonconvex Equality and Inequality Constraints with Landing
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4701
Unveiling the Compositional Ability Gap in Vision-Language Reasoning Model
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4200
Flat Channels to Infinity in Neural Loss Landscapes
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3200
The Price of Sparsity: Sufficient Conditions for Sparse Recovery using Sparse and Sparsified Measurements
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #202
Influence Guided Context Selection for Effective Retrieval-Augmented Generation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2010
Learning “Partner-Aware” Collaborators in Multi-Party Collaboration
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #308
Coarse-to-fine Q-Network with Action Sequence for Data-Efficient Reinforcement Learning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Look-Ahead Reasoning on Learning Platforms
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4703
When One Moment Isn't Enough: Multi-Moment Retrieval with Cross-Moment Interactions
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2607
Meta-D2AG: Causal Graph Learning with Interventional Dynamic Data
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2910
Improving Monte Carlo Tree Search for Symbolic Regression
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #500
Statistical Analysis of an Adversarial Bayesian Weak Supervision Method
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2204
Predicting Functional Brain Connectivity with Context-Aware Deep Neural Networks
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2207
Are Large Language Models Sensitive to the Motives Behind Communication?
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5003
Robust Egocentric Referring Video Object Segmentation via Dual-Modal Causal Intervention
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3312
On the Hardness of Conditional Independence Testing In Practice
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3202
Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2815
Two‑Stage Learning of Stabilizing Neural Controllers via Zubov Sampling and Iterative Domain Expansion
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2906
Vertical Federated Feature Screening
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5001
ARGenSeg: Image Segmentation with Autoregressive Image Generation Model
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4110
Linearization Explains Fine-Tuning in Large Language Models
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4601
Adaptive 3D Reconstruction via Diffusion Priors and Forward Curvature-Matching Likelihood Updates
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5303
Sharp Analysis for KL-Regularized Contextual Bandits and RLHF
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #700
Unveiling m-Sharpness Through the Structure of Stochastic Gradient Noise
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #902
Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2000
ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1809
Democratizing Clinical Risk Prediction with Cross-Cohort Cross-Modal Knowledge Transfer
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3703
On the Edge of Memorization in Diffusion Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5104
Can NeRFs "See" without Cameras?
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4508
Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3816
Where Graph Meets Heterogeneity: Multi-View Collaborative Graph Experts
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5515
WebDancer: Towards Autonomous Information Seeking Agency
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2417
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3315
Interactive and Hybrid Imitation Learning: Provably Beating Behavior Cloning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #905
Time-Embedded Algorithm Unrolling for Computational MRI
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #912
Thompson Sampling in Function Spaces via Neural Operators
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #212
Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2208
Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4706
MemEIC: A Step Toward Continual and Compositional Knowledge Editing
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2913
Gradient-Guided Epsilon Constraint Method for Online Continual Learning
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #414
Pass@K Policy Optimization: Solving Harder Reinforcement Learning Problems
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #405
Inner Speech as Behavior Guides: Steerable Imitation of Diverse Behaviors for Human-AI coordination
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4809
Towards General Continuous Memory for Vision-Language Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
Inference-time Alignment in Continuous Space
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1201
Uncovering a Universal Abstract Algorithm for Modular Addition in Neural Networks
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #310
Improving Regret Approximation for Unsupervised Dynamic Environment Generation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2613
Connecting Neural Models Latent Geometries with Relative Geodesic Representations
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3606
Quantifying Elicitation of Latent Capabilities in Language Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5306
Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1900
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
Protein Design with Dynamic Protein Vocabulary
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #415
Reinforcement Learning with Action Chunking
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5311
DeltaFormer: Unlock the state space of Transformer
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2201
Dimensionality Mismatch Between Brains and Artificial Neural Networks
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4004
Born a Transformer -- Always a Transformer? On the Effect of Pretraining on Architectural Abilities
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3809
Preference-driven Knowledge Distillation for Few-shot Node Classification
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3402
Fixed-Point RNNs: Interpolating from Diagonal to Dense
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3016
On the sample complexity of semi-supervised multi-objective learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1003
Learning Memory-Enhanced Improvement Heuristics for Flexible Job Shop Scheduling
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #200
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1215
FracFace: Breaking the Visual Clues—Fractal-Based Privacy-Preserving Face Recognition
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1511
CURV: Coherent Uncertainty-Aware Reasoning in Vision-Language Models for X-Ray Report Generation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1414
Unveiling the Uncertainty in Embodied and Operational Carbon of Large AI Models through a Probabilistic Carbon Accounting Model
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1601
Mixing Expert Knowledge: Bring Human Thoughts Back To the Game of Go
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3712
Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3702
Disentangled Cross-Modal Representation Learning with Enhanced Mutual Supervision
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4606
PyraMotion: Attentional Pyramid-Structured Motion Integration for Co-Speech 3D Gesture Synthesis
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Hybrid Latent Representations for PDE Emulation
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1509
OpenCUA: Open Foundations for Computer-Use Agents
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5407
TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2102
Seemingly Redundant Modules Enhance Robust Odor Learning in Fruit Flies
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2602
An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #116
MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #911
Neural Evolution Strategy for Black-box Pareto Set Learning
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
Information-Theoretic Discrete Diffusion
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3604
Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4101
HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #804
Improved Algorithms for Overlapping and Robust Clustering of Edge-Colored Hypergraphs: An LP-Based Combinatorial Approach
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5403
Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter Tuning
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2713
The Structure of Relation Decoding Linear Operators in Large Language Models
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5304
Time-o1: Time-Series Forecasting Needs Transformed Label Alignment
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4905
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #906
MUSTAFAR: Promoting Unstructured Sparsity for KV Cache Pruning in LLM Inference
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1803
HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell data
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
Online Portfolio Selection with ML Predictions
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4009
Attention-based clustering
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2715
Random Forest Autoencoders for Guided Representation Learning
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1205
Path-specific effects for pulse-oximetry guided decisions in critical care
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3601
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1112
Detecting High-Stakes Interactions with Activation Probes
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #915
Variational Learning Finds Flatter Solutions at the Edge of Stability
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1913
SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1303
Advancing Machine-Generated Text Detection from an Easy to Hard Supervision Perspective
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1611
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2316
Hybrid Boundary Physics-Informed Neural Networks for Solving Navier-Stokes Equations with Complex Boundary
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2912
Conformal Online Learning of Deep Koopman Linear Embeddings
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4306
Tortoise and Hare Guidance: Accelerating Diffusion Model Inference with Multirate Integration
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1800
SAINT: Sequence-Aware Integration for Spatial Transcriptomics Multi-View Clustering
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3210
Classical Planning with LLM-Generated Heuristics: Challenging the State of the Art with Python Code
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
OmniSVG: A Unified Scalable Vector Graphics Generation Model
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4402
REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4000
Unveiling Transformer Perception by Exploring Input Manifolds
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #205
OctoNet: A Large-Scale Multi-Modal Dataset for Human Activity Understanding Grounded in Motion-Captured 3D Pose Labels
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5006
ReinAD: Towards Real-world Industrial Anomaly Detection with a Comprehensive Contrastive Dataset
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #112
Clean First, Align Later: Benchmarking Preference Data Cleaning for Reliable LLM Alignment
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5204
Position: Require Frontier AI Labs To Release Small "Analog" Models
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4714
MMOT: The First Challenging Benchmark for Drone-based Multispectral Multi-Object Tracking
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4718
MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #114
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2408
DanmakuTPPBench: A Multi-modal Benchmark for Temporal Point Process Modeling and Understanding
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #105
Graph Data Selection for Domain Adaptation: A Model-Free Approach
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1015
Military AI Needs Technically-Informed Regulation to Safeguard AI Research and its Applications
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #306
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5108
Toward Real-world Text Image Forgery Localization: Structured and Interpretable Data Synthesis
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2210
FAIR Universe HiggsML Uncertainty Dataset and Competition
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1617
CodeAssistBench (CAB): Dataset & Benchmarking for Multi-turn Chat-Based Code Assistance
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1203
SafeVid: Toward Safety Aligned Video Large Multimodal Models
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1916
CoreaSpeech: Korean Speech Corpus via JAMO-based Coreset Selection for Efficient and Robust Korean Speech Generation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5205
IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4309
VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #502
Geometry-Aware Collaborative Multi-Solutions Optimizer for Model Fine-Tuning with Parameter Efficiency
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1308
Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2304
MutualVPR: A Mutual Learning Framework for Resolving Supervision Inconsistencies via Adaptive Clustering
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
EuroSpeech: A Multilingual Speech Corpus
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1703
Augmenting Biological Fitness Prediction Benchmarks with Landscapes Features from GraphFLA
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2500
CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1911
A Controllable Examination for Long-Context Language Models
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2213
STAR: A Benchmark for Astronomical Star Fields Super-Resolution
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2509
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #108
Measuring Fingerprints of Web-filtered Text Datasets and Fingerprint Propagation Through Training
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4310
FineGRAIN: Evaluating Failure Modes of Text-to-Image Models with Vision Language Model Judges
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1009
World Models Should Prioritize the Unification of Physical and Social Dynamics
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4717
Towards Understanding Camera Motions in Any Video
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3805
GC4NC: A Benchmark Framework for Graph Condensation on Node Classification with New Insights
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5202
Unified Algorithms for RL with Decision-Estimation Coefficients: PAC, Reward-Free, Preference-Based Learning, and Beyond
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URL]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1014
We Should Chart an Atlas of All the World's Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5203
Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1202
Collective Bargaining in the Information Economy Can Address AI-Driven Power Concentration
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2808
SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era.
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Prompting as Scientific Inquiry
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2012
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
The Leaderboard Illusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1515
FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4616
MMPB: It’s Time for Multi-Modal Personalization
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #113
QUT-DV25: A Dataset for Dynamic Analysis of Next-Gen Software Supply Chain Attacks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4313
Sekai: A Video Dataset towards World Exploration
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1513
Evaluating Program Semantics Reasoning with Type Inference in System $F$
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4617
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1914
AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2013
EyeBench: Predictive Modeling from Eye Movements in Reading
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4618
ConViS-Bench: Estimating Video Similarity Through Semantic Concepts
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2211
ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4619
Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1512
RealMath: A Continuous Benchmark for Evaluating Language Models on Research-Level Mathematics
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4312
OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1912
Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2212
GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1307
Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3804
RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
DGCBench: A Deep Graph Clustering Benchmark
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3502
LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4311
vHector and HeisenVec: Scalable Vector Graphics Generation Through Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2214
UniFoil: A Universal Dataset of Airfoils in Transitional and Turbulent Regimes for Subsonic and Transonic Flows
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #111
DATE-LM: Benchmarking Data Attribution Evaluation for Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1608
A Standardized Benchmark for Multilabel Antimicrobial Peptide Classification
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5005
MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #107
Measuring what Matters: Construct Validity in Large Language Model Benchmarks
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #106
SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1204
Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4715
DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3914
TransferBench: Benchmarking Ensemble-based Black-box Transfer Attacks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5206
DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3501
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4615
DAVE: Diagnostic benchmark for Audio Visual Evaluation
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1915
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5004
OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #109
AGI-Elo: How Far Are We From Mastering A Task?
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1008
Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor
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Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2809
TabArena: A Living Benchmark for Machine Learning on Tabular Data
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2508
MathArena: Evaluating LLMs on Uncontaminated Math Competitions
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #115
Puzzles: Unbounded Video-Depth Augmentation for Scalable End-to-End 3D Reconstruction
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4904
UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3907
Consensus-Robust Transfer Attacks via Parameter and Representation Perturbations
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3812
HubGT: Fast Graph Transformer with Decoupled Hierarchy Labeling
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4804
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5012
VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning
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Slides]
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #210
Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1311
Quantifying Cross-Modality Memorization in Vision-Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5413
SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #703
Zeroth-Order Optimization Finds Flat Minima
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1605
REDOUBT: Duo Safety Validation for Autonomous Vehicle Motion Planning
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #303
Uni-RL: Unifying Online and Offline RL via Implicit Value Regularization
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4315
Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1709
Sampling 3D Molecular Conformers with Diffusion Transformers
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5510
KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2014
MUniverse: A Simulation and Benchmarking Suite for Motor Unit Decomposition
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4308
UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1214
DataSIR: A Benchmark Dataset for Sensitive Information Recognition
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4719
EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World?
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2510
Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
Auto-Compressing Networks
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Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1910
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #110
Why Do Multi-Agent LLM Systems Fail?
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #214
Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision
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OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1007
Real-Time Hyper-Personalized Generative AI Should Be Regulated to Prevent the Rise of "Digital Heroin"
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1702
CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #204
Position: AI Should Sense Better, Not Just Scale Bigger: Adaptive Sensing as a Paradigm Shift
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4511
PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4512
InFlux: A Benchmark for Self-Calibration of Dynamic Intrinsics of Video Cameras
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2901
GUARD: Constructing Realistic Two-Player Matrix and Security Games for Benchmarking Game-Theoretic Algorithms
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Slides]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3504
Large Language Models Miss the Multi-agent Mark
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #203
A Sustainable AI Economy Needs Data Deals That Work for Generators
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Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1504
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #603
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case
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JMLR]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4716
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1808
RAM-W600: A Multi-Task Wrist Dataset and Benchmark for Rheumatoid Arthritis
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OpenReview]
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