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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
SegVol: Universal and Interactive Volumetric Medical Image Segmentation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
Provably Safe Neural Network Controllers via Differential Dynamic Logic
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
Humanoid Locomotion as Next Token Prediction
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Few-Shot Diffusion Models Escape the Curse of Dimensionality
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4805
Continual learning with the neural tangent ensemble
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
A StrongREJECT for Empty Jailbreaks
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4600
Slight Corruption in Pre-training Data Makes Better Diffusion Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
Chain-of-Thought Unfaithfulness as Disguised Accuracy
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
A scalable generative model for dynamical system reconstruction from neuroimaging data
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Mixture of Tokens: Continuous MoE through Cross-Example Aggregation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
Bridge the Points: Graph-based Few-shot Segment Anything Semantically
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
A Polar coordinate system represents syntax in large language models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Federated Learning over Connected Modes
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
Mutual Information Estimation via Normalizing Flows
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4709
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
On the Role of Attention Masks and LayerNorm in Transformers
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
MiSO: Optimizing brain stimulation to create neural activity states
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3002
Limits of Transformer Language Models on Learning to Compose Algorithms
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Online Posterior Sampling with a Diffusion Prior
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4902
$\text{ID}^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
Quadratic Quantum Variational Monte Carlo
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
Amortized Fourier Neural Operators
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4610
Approaching Human-Level Forecasting with Language Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Truthfulness of Calibration Measures
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4401
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Bayesian Online Natural Gradient (BONG)
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4206
Self-Calibrating Conformal Prediction
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
Zipfian Whitening
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
Graph Classification via Reference Distribution Learning: Theory and Practice
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
HOPE: Shape Matching Via Aligning Different K-hop Neighbourhoods
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
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Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Stylus: Automatic Adapter Selection for Diffusion Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3700
Flexible Context-Driven Sensory Processing in Dynamical Vision Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
Faster Local Solvers for Graph Diffusion Equations
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
Low Degree Hardness for Broadcasting on Trees
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2306
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
Efficient Centroid-Linkage Clustering
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
Toxicity Detection for Free
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Transfer Learning for Diffusion Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
Group and Shuffle: Efficient Structured Orthogonal Parametrization
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
Temporal-Difference Learning Using Distributed Error Signals
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Expanding Sparse Tuning for Low Memory Usage
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4505
Learning Identifiable Factorized Causal Representations of Cellular Responses
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
Matryoshka Query Transformer for Large Vision-Language Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1104
Toward Semantic Gaze Target Detection
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1105
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Automatic Outlier Rectification via Optimal Transport
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
Efficient Streaming Algorithms for Graphlet Sampling
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
STONE: A Submodular Optimization Framework for Active 3D Object Detection
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4509
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4511
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
LLaNA: Large Language and NeRF Assistant
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
ProxyFusion: Face Feature Aggregation Through Sparse Experts
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
Relational Concept Bottleneck Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Sample Selection via Contrastive Fragmentation for Noisy Label Regression
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
ESPACE: Dimensionality Reduction of Activations for Model Compression
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3704
Neural Embeddings Rank: Aligning 3D latent dynamics with movements
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
SSDM: Scalable Speech Dysfluency Modeling
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4203
Counterfactual Fairness by Combining Factual and Counterfactual Predictions
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1212
Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Accelerating Blockwise Parallel Language Models with Draft Refinement
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Information-theoretic Limits of Online Classification with Noisy Labels
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1312
Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Learning 1D Causal Visual Representation with De-focus Attention Networks
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks?
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4609
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
Generating compositional scenes via Text-to-image RGBA Instance Generation
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Geometry of naturalistic object representations in recurrent neural network models of working memory
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads
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Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4403
Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
MeLLoC: Lossless Compression with High-order Mechanism Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
Multi-Instance Partial-Label Learning with Margin Adjustment
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
Can large language models explore in-context?
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
The GAN is dead; long live the GAN! A Modern GAN Baseline
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
DenoiseRep: Denoising Model for Representation Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4606
L4GM: Large 4D Gaussian Reconstruction Model
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3401
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
LIVE: Learnable In-Context Vector for Visual Question Answering
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
Bridging the Divide: Reconsidering Softmax and Linear Attention
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
Zero-Shot Tokenizer Transfer
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4602
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4601
Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3903
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
Benign overfitting in leaky ReLU networks with moderate input dimension
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3904
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Spiking Graph Neural Network on Riemannian Manifolds
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Large Scale Transfer Learning for Tabular Data via Language Modeling
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4700
Embedding-Aligned Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2910
Learning to Assist Humans without Inferring Rewards
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4301
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
Knowledge Circuits in Pretrained Transformers
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3809
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
Preference Learning Algorithms Do Not Learn Preference Rankings
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
Recurrent neural network dynamical systems for biological vision
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
Approximation Rate of the Transformer Architecture for Sequence Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
On Socially Fair Low-Rank Approximation and Column Subset Selection
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
Evaluating the World Model Implicit in a Generative Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
VisMin: Visual Minimal-Change Understanding
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
Towards training digitally-tied analog blocks via hybrid gradient computation
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Guiding a Diffusion Model with a Bad Version of Itself
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Fine-Tuning is Fine, if Calibrated
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
Extracting Training Data from Molecular Pre-trained Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
InversionView: A General-Purpose Method for Reading Information from Neural Activations
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4904
Towards the Dynamics of a DNN Learning Symbolic Interactions
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Constrained Diffusion with Trust Sampling
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Who's asking? User personas and the mechanics of latent misalignment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
The Expressive Capacity of State Space Models: A Formal Language Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
Foundation Inference Models for Markov Jump Processes
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
Boosting Vision-Language Models with Transduction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Dual Cone Gradient Descent for Training Physics-Informed Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
Q-VLM: Post-training Quantization for Large Vision-Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
SimGen: Simulator-conditioned Driving Scene Generation
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
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Slides]
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Poster]
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4809
Set-based Neural Network Encoding Without Weight Tying
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Pre-trained Large Language Models Use Fourier Features to Compute Addition
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Are Self-Attentions Effective for Time Series Forecasting?
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
HydraViT: Stacking Heads for a Scalable ViT
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
RMLR: Extending Multinomial Logistic Regression into General Geometries
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
Full-Distance Evasion of Pedestrian Detectors in the Physical World
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
Black-Box Forgetting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Fetch and Forge: Efficient Dataset Condensation for Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Learning Cooperative Trajectory Representations for Motion Forecasting
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3407
Learning De-Biased Representations for Remote-Sensing Imagery
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Fight Back Against Jailbreaking via Prompt Adversarial Tuning
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
CALANet: Cheap All-Layer Aggregation for Human Activity Recognition
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4806
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
ReMoDetect: Reward Models Recognize Aligned LLM's Generations
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3909
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
Stealth edits to large language models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
Recognize Any Regions
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
einspace: Searching for Neural Architectures from Fundamental Operations
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
Learning Human-like Representations to Enable Learning Human Values
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
Improved Distribution Matching Distillation for Fast Image Synthesis
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
Out-of-Distribution Detection with a Single Unconditional Diffusion Model
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4803
DisCEdit: Model Editing by Identifying Discriminative Components
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
YOLOv10: Real-Time End-to-End Object Detection
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
FIFO-Diffusion: Generating Infinite Videos from Text without Training
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4800
On the Necessity of Collaboration for Online Model Selection with Decentralized Data
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4900
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4901
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
Unsupervised Object Detection with Theoretical Guarantees
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
Reasons and Solutions for the Decline in Model Performance after Editing
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Is Programming by Example solved by LLMs?
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
Learning diverse causally emergent representations from time series data
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Representation Noising: A Defence Mechanism Against Harmful Finetuning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2804
MambaLRP: Explaining Selective State Space Sequence Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Depth Anything V2
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
RCDN: Towards Robust Camera-Insensitivity Collaborative Perception via Dynamic Feature-based 3D Neural Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4801
Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4804
UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
Understanding Information Storage and Transfer in Multi-Modal Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4010
Constrained Sampling with Primal-Dual Langevin Monte Carlo
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4808
Towards Neuron Attributions in Multi-Modal Large Language Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
Instructor-inspired Machine Learning for Robust Molecular Property Prediction
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
Conditional Synthesis of 3D Molecules with Time Correction Sampler
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Slides]
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
Towards Unsupervised Model Selection for Domain Adaptive Object Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Long-range Brain Graph Transformer
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4707
Revisiting motion information for RGB-Event tracking with MOT philosophy
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
Vivid-ZOO: Multi-View Video Generation with Diffusion Model
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
$\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4702
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3408
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
A Functional Extension of Semi-Structured Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4605
KnowGPT: Knowledge Graph based Prompting for Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4607
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4608
Online Classification with Predictions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2901
Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
PointMamba: A Simple State Space Model for Point Cloud Analysis
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2900
Transcoders find interpretable LLM feature circuits
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
SCOREQ: Speech Quality Assessment with Contrastive Regression
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Pre-training Differentially Private Models with Limited Public Data
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4611
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4506
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
QKFormer: Hierarchical Spiking Transformer using Q-K Attention
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3103
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
Hypothesis Testing the Circuit Hypothesis in LLMs
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
Enhancing Domain Adaptation through Prompt Gradient Alignment
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4407
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4603
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
CLIPAway: Harmonizing focused embeddings for removing objects via diffusion models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4502
Active, anytime-valid risk controlling prediction sets
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4802
MoVA: Adapting Mixture of Vision Experts to Multimodal Context
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
LocCa: Visual Pretraining with Location-aware Captioners
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
Exploring DCN-like architecture for fast image generation with arbitrary resolution
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4304
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
SpeedLoader: An I/O efficient scheme for heterogeneous and distributed LLM operation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
Grasp as You Say: Language-guided Dexterous Grasp Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4508
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
Transformers need glasses! Information over-squashing in language tasks
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4503
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4501
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
Bridge the Modality and Capability Gaps in Vision-Language Model Selection
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4500
Multiclass Transductive Online Learning
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4400
GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
What does guidance do? A fine-grained analysis in a simple setting
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4604
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
Self-Guided Masked Autoencoder
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
On the Surprising Effectiveness of Attention Transfer for Vision Transformers
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4708
Instruction-Guided Visual Masking
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
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Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
Nonlinear dynamics of localization in neural receptive fields
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
An Analysis of Tokenization: Transformers under Markov Data
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4903
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4507
Length Optimization in Conformal Prediction
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4703
realSEUDO for real-time calcium imaging analysis
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
On the Reproducibility of: "Learning Perturbations to Explain Time Series Predictions"
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
Selective Attention: Enhancing Transformer through Principled Context Control
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3000
Long-form factuality in large language models
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4810
LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4807
On the Power of Decision Trees in Auto-Regressive Language Modeling
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
Smoothie: Label Free Language Model Routing
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
Data-Efficient Learning with Neural Programs
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
Language Model as Visual Explainer
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Aligning LLM Agents by Learning Latent Preference from User Edits
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
RETR: Multi-View Radar Detection Transformer for Indoor Perception
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
A Label is Worth A Thousand Images in Dataset Distillation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4711
Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
Poisson Variational Autoencoder
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4210
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Universal Sample Coding
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
Testing Calibration in Nearly-Linear Time
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement
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Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4705
Cell ontology guided transcriptome foundation model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
COLD: Causal reasOning in cLosed Daily activities
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
Generating Highly Designable Proteins with Geometric Algebra Flow Matching
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
CountGD: Multi-Modal Open-World Counting
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Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
xLSTM: Extended Long Short-Term Memory
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
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Poster]
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
HYDRA: Model Factorization Framework for Black-Box LLM Personalization
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
Moving Off-the-Grid: Scene-Grounded Video Representations
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1710
Transformers on Markov data: Constant depth suffices
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
AutoMix: Automatically Mixing Language Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
MeMo: Meaningful, Modular Controllers via Noise Injection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4510
Elliptical Attention
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1112
Towards Visual Text Design Transfer Across Languages
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Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Distributional Successor Features Enable Zero-Shot Policy Optimization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
OSLO: One-Shot Label-Only Membership Inference Attacks
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
LAVIB: A Large-scale Video Interpolation Benchmark
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Poster]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
UniMTS: Unified Pre-training for Motion Time Series
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
CIFD: Controlled Information Flow to Enhance Knowledge Distillation
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
Alignment for Honesty
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2909
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
Retrieval & Fine-Tuning for In-Context Tabular Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
ImageNet++: A Large-Scale Benchmark of Data Curation Strategies
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Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4006
A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics
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Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4402
Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
Light Unbalanced Optimal Transport
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1102
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
On conditional diffusion models for PDE simulations
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
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