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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2704
Generative Modelling of Structurally Constrained Graphs
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
Order-Independence Without Fine Tuning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4604
Expressive Gaussian Human Avatars from Monocular RGB Video
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4600
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
Conditioning non-linear and infinite-dimensional diffusion processes
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4711
Achieving Tractable Minimax Optimal Regret in Average Reward MDPs
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4925
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
DOFEN: Deep Oblivious Forest ENsemble
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
$\texttt{dattri}$: A Library for Efficient Data Attribution
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
Neural Isometries: Taming Transformations for Equivariant ML
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
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OpenReview]
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
Non-asymptotic Convergence of Training Transformers for Next-token Prediction
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
Unlocking the Potential of Global Human Expertise
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1104
Reactzyme: A Benchmark for Enzyme-Reaction Prediction
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
LoFiT: Localized Fine-tuning on LLM Representations
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4933
Optimal Multiclass U-Calibration Error and Beyond
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
The Implicit Bias of Gradient Descent on Separable Multiclass Data
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
Near-Optimal Distributionally Robust Reinforcement Learning with General $L_p$ Norms
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4904
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
Mixture of Nested Experts: Adaptive Processing of Visual Tokens
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4404
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
DarkSAM: Fooling Segment Anything Model to Segment Nothing
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2706
Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
Extending Video Masked Autoencoders to 128 frames
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4407
Exploiting LLM Quantization
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
Latent Intrinsics Emerge from Training to Relight
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1312
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4610
Task Me Anything
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1212
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3904
Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4206
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees
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Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4809
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Gradient Guidance for Diffusion Models: An Optimization Perspective
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
Structured flexibility in recurrent neural networks via neuromodulation
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1608
Aligning Diffusion Models by Optimizing Human Utility
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Unraveling the Gradient Descent Dynamics of Transformers
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
[Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
Your contrastive learning problem is secretly a distribution alignment problem
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4611
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
A Practitioner's Guide to Real-World Continual Multimodal Pretraining
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3903
Divergences between Language Models and Human Brains
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Evaluating Copyright Takedown Methods for Language Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4801
Normalization and effective learning rates in reinforcement learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions
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Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4901
Enhancing Preference-based Linear Bandits via Human Response Time
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4609
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
Splatter a Video: Video Gaussian Representation for Versatile Processing
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4502
Selective Generation for Controllable Language Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
Provable Tempered Overfitting of Minimal Nets and Typical Nets
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4608
Learning-Augmented Algorithms with Explicit Predictors
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
On the Stability and Generalization of Meta-Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Risk-Averse Fine-tuning of Large Language Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2900
Continual Learning in the Frequency Domain
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
On the Use of Anchoring for Training Vision Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Graph Convolutions Enrich the Self-Attention in Transformers!
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4504
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
Towards Universal Mesh Movement Networks
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2804
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4802
Ad Auctions for LLMs via Retrieval Augmented Generation
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
Transferable Adversarial Attacks on SAM and Its Downstream Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Generating Origin-Destination Matrices in Neural Spatial Interaction Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
Learning Structured Representations with Hyperbolic Embeddings
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
Probabilistic Graph Rewiring via Virtual Nodes
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4210
BricksRL: A Platform for Democratizing Robotics and Reinforcement Learning Research and Education with LEGO
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4906
Induced Model Matching: Restricted Models Help Train Full-Featured Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4605
Fast Best-of-N Decoding via Speculative Rejection
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3700
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3300
shapiq: Shapley Interactions for Machine Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4603
The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning
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Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
A Unifying Normative Framework of Decision Confidence
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4908
Sequential Harmful Shift Detection Without Labels
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Vision Mamba Mender
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4006
Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4500
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
Can Transformers Smell Like Humans?
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4924
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Data Distribution Valuation
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Improving Equivariant Model Training via Constraint Relaxation
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
Tetrahedron Splatting for 3D Generation
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
Video Token Merging for Long Video Understanding
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OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4301
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Membership Inference Attacks against Large Vision-Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
FlexCap: Describe Anything in Images in Controllable Detail
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
A Concept-Based Explainability Framework for Large Multimodal Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4601
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Diffusing Differentiable Representations
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4704
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4501
Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Predicting the Performance of Foundation Models via Agreement-on-the-Line
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Reparameterization invariance in approximate Bayesian inference
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4607
DiffuserLite: Towards Real-time Diffusion Planning
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4606
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2702
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
Subsurface Scattering for Gaussian Splatting
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Enhancing Large Language Models through Adaptive Tokenizers
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
Decoding-Time Language Model Alignment with Multiple Objectives
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
Fearless Stochasticity in Expectation Propagation
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2306
Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Separations in the Representational Capabilities of Transformers and Recurrent Architectures
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3407
Block Transformer: Global-to-Local Language Modeling for Fast Inference
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Is Your LiDAR Placement Optimized for 3D Scene Understanding?
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4700
Amortized Active Causal Induction with Deep Reinforcement Learning
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
Learning Place Cell Representations and Context-Dependent Remapping
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Prediction-Powered Ranking of Large Language Models
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2703
ReplaceAnything3D: Text-Guided Object Replacement in 3D Scenes with Compositional Scene Representations
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
Improving Neural Network Surface Processing with Principal Curvatures
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Testing Semantic Importance via Betting
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
Improving Neural ODE Training with Temporal Adaptive Batch Normalization
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4702
End-to-end Learnable Clustering for Intent Learning in Recommendation
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
Identifying Spatio-Temporal Drivers of Extreme Events
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
Kernel PCA for Out-of-Distribution Detection
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
Consistency Diffusion Bridge Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
CLIP in Mirror: Disentangling text from visual images through reflection
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OpenReview]
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Federated Black-Box Adaptation for Semantic Segmentation
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4209
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2901
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Transferring disentangled representations: bridging the gap between synthetic and real images
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4706
ARC: A Generalist Graph Anomaly Detector with In-Context Learning
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Control and Rendering
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4406
What Makes Partial-Label Learning Algorithms Effective?
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
Semantic Routing via Autoregressive Modeling
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3404
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
SpaceByte: Towards Deleting Tokenization from Large Language Modeling
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models
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OpenReview]
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
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Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4203
Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
Parameter-Inverted Image Pyramid Networks
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Robustly overfitting latents for flexible neural image compression
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Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
WildGaussians: 3D Gaussian Splatting In the Wild
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Towards a theory of how the structure of language is acquired by deep neural networks
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4403
On scalable oversight with weak LLMs judging strong LLMs
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
HGDL: Heterogeneous Graph Label Distribution Learning
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Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
QueST: Self-Supervised Skill Abstractions for Learning Continuous Control
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
LoD-Loc: Aerial Visual Localization using LoD 3D Map with Neural Wireframe Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4709
Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
Iteration Head: A Mechanistic Study of Chain-of-Thought
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Generate Universal Adversarial Perturbations for Few-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
A Gradient Accumulation Method for Dense Retriever under Memory Constraint
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
LLMDFA: Analyzing Dataflow in Code with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Gradients of Functions of Large Matrices
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Coarse-to-Fine Concept Bottleneck Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
VideoTetris: Towards Compositional Text-to-Video Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4401
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3909
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
EM Distillation for One-step Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Layer-Adaptive State Pruning for Deep State Space Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3505
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4810
Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4400
Uncovering Safety Risks of Large Language Models through Concept Activation Vector
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4808
Reproducibility of predictive networks for mouse visual cortex
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4807
LoRA-GA: Low-Rank Adaptation with Gradient Approximation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
Relational Verification Leaps Forward with RABBit
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Interpretable Concept-Based Memory Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4304
Exploiting Representation Curvature for Boundary Detection in Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Estimating Epistemic and Aleatoric Uncertainty with a Single Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4806
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4805
Personalized Federated Learning via Feature Distribution Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
Continuous Product Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
GenRec: Unifying Video Generation and Recognition with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
SlimSAM: 0.1% Data Makes Segment Anything Slim
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
Block Sparse Bayesian Learning: A Diversified Scheme
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4900
Segment Anything without Supervision
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4902
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Streaming Long Video Understanding with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
Can neural operators always be continuously discretized?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2909
Molecule Design by Latent Prompt Transformer
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4903
Approximately Equivariant Neural Processes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Robust Graph Neural Networks via Unbiased Aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
Learning Structure-Aware Representations of Dependent Types
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
SpeAr: A Spectral Approach for Zero-Shot Node Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
MatFormer: Nested Transformer for Elastic Inference
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
Efficient Leverage Score Sampling for Tensor Train Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
Rethinking Imbalance in Image Super-Resolution for Efficient Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2604
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Biologically-Inspired Learning Model for Instructed Vision
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1402
Generalizable and Animatable Gaussian Head Avatar
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3809
CigTime: Corrective Instruction Generation Through Inverse Motion Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
In-Context Learning State Vector with Inner and Momentum Optimization
[
Slides]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4932
Provable Benefits of Complex Parameterizations for Structured State Space Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2910
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4503
Certified Adversarial Robustness via Randomized $\alpha$-Smoothing for Regression Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
Small coresets via negative dependence: DPPs, linear statistics, and concentration
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
Efficient Temporal Action Segmentation via Boundary-aware Query Voting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4505
RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4506
Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4909
Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4931
Fairness and Efficiency in Online Class Matching
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2603
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4910
PaCE: Parsimonious Concept Engineering for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4508
Learning the Latent Causal Structure for Modeling Label Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4509
SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4907
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Classifier-guided Gradient Modulation for Enhanced Multimodal Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
CSPG: Crossing Sparse Proximity Graphs for Approximate Nearest Neighbor Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3504
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Algorithmic Capabilities of Random Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
Enhancing LLM’s Cognition via Structurization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Symmetry Discovery Beyond Affine Transformations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
How Control Information Influences Multilingual Text Image Generation and Editing?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
DeBaRA: Denoising-Based 3D Room Arrangement Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
UniGAD: Unifying Multi-level Graph Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
Toward Efficient Inference for Mixture of Experts
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4922
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
AirSketch: Generative Motion to Sketch
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4921
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Achieving Domain-Independent Certified Robustness via Knowledge Continuity
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4510
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Average gradient outer product as a mechanism for deep neural collapse
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4511
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
Implicit Bias of Mirror Flow on Separable Data
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4010
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Controlled maximal variability along with reliable performance in recurrent neural networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
ResAD: A Simple Framework for Class Generalizable Anomaly Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
FLAME : Factuality-Aware Alignment for Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
Inference of Neural Dynamics Using Switching Recurrent Neural Networks
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
GAVEL: Generating Games via Evolution and Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
Contextual Multinomial Logit Bandits with General Value Functions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
Score-based 3D molecule generation with neural fields
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
Soft Tensor Product Representations for Fully Continuous, Compositional Visual Representations
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3002
Calibrating Reasoning in Language Models with Internal Consistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4100
DiffusionPDE: Generative PDE-Solving under Partial Observation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Constant Acceleration Flow
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
ProG: A Graph Prompt Learning Benchmark
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks
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Slides]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
RobIR: Robust Inverse Rendering for High-Illumination Scenes
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
KFNN: K-Free Nearest Neighbor For Crowdsourcing
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
On Softmax Direct Preference Optimization for Recommendation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3403
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4911
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4507
Few-Shot Adversarial Prompt Learning on Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3401
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
The Selective $G$-Bispectrum and its Inversion: Applications to $G$-Invariant Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Multi-Scale Representation Learning for Protein Fitness Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
A Canonicalization Perspective on Invariant and Equivariant Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Video Diffusion Models are Training-free Motion Interpreter and Controller
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4800
Truthful High Dimensional Sparse Linear Regression
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4930
Structural Inference of Dynamical Systems with Conjoined State Space Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4803
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4811
One-Step Effective Diffusion Network for Real-World Image Super-Resolution
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4402
Typicalness-Aware Learning for Failure Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
The motion planning neural circuit in goal-directed navigation as Lie group operator search
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Cross-video Identity Correlating for Person Re-identification Pre-training
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4708
ST$_k$: A Scalable Module for Solving Top-k Problems
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Parallel Backpropagation for Shared-Feature Visualization
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4707
A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Demystify Mamba in Vision: A Linear Attention Perspective
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4705
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4703
Fully Unconstrained Online Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Learning to Embed Distributions via Maximum Kernel Entropy
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1611
Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4701
A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
EMR-Merging: Tuning-Free High-Performance Model Merging
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3807
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
Reconstruction of Manipulated Garment with Guided Deformation Prior
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1804
From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
Can Graph Learning Improve Planning in LLM-based Agents?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1710
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
LLaMo: Large Language Model-based Molecular Graph Assistant
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Conditional Controllable Image Fusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
Physics-Constrained Comprehensive Optical Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
SlimGPT: Layer-wise Structured Pruning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1105
ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
Training Data Attribution via Approximate Unrolling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4602
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4905
3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
Super Consistency of Neural Network Landscapes and Learning Rate Transfer
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4923
The Impact of Initialization on LoRA Finetuning Dynamics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
Dynamic Conditional Optimal Transport through Simulation-Free Flows
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
Taming the Long Tail in Human Mobility Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4920
A Theoretical Perspective for Speculative Decoding Algorithm
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4710
Aligning Audio-Visual Joint Representations with an Agentic Workflow
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Learning to Reason via Program Generation, Emulation, and Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
Self-supervised Transformation Learning for Equivariant Representations
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Slides]
[
Poster]
[
OpenReview]
