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Break
Thu Dec 12 07:30 AM -- 08:30 AM (PST) None
Coffee Break
Registration Desk
Thu Dec 12 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Invited Talk
Thu Dec 12 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C, B3 None
A Match Made in Silicon: The Co-Evolution of Systems and AI
Exhibit Sponsor Hall
Thu Dec 12 09:00 AM -- 04:00 PM (PST) @ West Exhibition Hall A None
Exhibit Sponsor Hall
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Lobby Foyer (Level 2) None
Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 13 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 14 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 17 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 118-120 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Lobby Foyer None
Streaming Hangout
Break
Thu Dec 12 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Not All Tokens Are What You Need for Pretraining
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Oral Session 3C: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Oral Session 3A: Generative Models
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Oral Session 3D: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 3B: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 3C: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Oral Session 3B: Natural Language Processing
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
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OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
LLM Evaluators Recognize and Favor Their Own Generations
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OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
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OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
Return of Unconditional Generation: A Self-supervised Representation Generation Method
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Questioning the Survey Responses of Large Language Models
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
μBench: A Microscopy Benchmark for Vision-Language Understanding
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Score Distillation via Reparametrized DDIM
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Aligning Large Language Models with Representation Editing: A Control Perspective
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
Cardinality-Aware Set Prediction and Top-$k$ Classification
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Model Based Inference of Synaptic Plasticity Rules
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh Recovery
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Recurrent Reinforcement Learning with Memoroids
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Exploring Adversarial Robustness of Deep State Space Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Amortized Eigendecomposition for Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Intrinsic Robustness of Prophet Inequality to Strategic Reward Signaling
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Diffusion Models are Certifiably Robust Classifiers
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
Reciprocal Learning
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
OPEL: Optimal Transport Guided ProcedurE Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Learning Goal-Conditioned Representations for Language Reward Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Transfer Learning for Latent Variable Network Models
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Questioning the Survey Responses of Large Language Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Covariate Shift Corrected Conditional Randomization Test
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4911
Grammar-Aligned Decoding
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
TableRAG: Million-Token Table Understanding with Language Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
A Synthetic Dataset for Personal Attribute Inference
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Adaptive Passive-Aggressive Framework for Online Regression with Side Information
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
UniTS: A Unified Multi-Task Time Series Model
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
Simple and Effective Masked Diffusion Language Models
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OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
LLM Evaluators Recognize and Favor Their Own Generations
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
TAPVid-3D: A Benchmark for Tracking Any Point in 3D
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Controlling Continuous Relaxation for Combinatorial Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
Aligning Model Properties via Conformal Risk Control
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Fast Encoder-Based 3D from Casual Videos via Point Track Processing
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
Intrinsic Self-Supervision for Data Quality Audits
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Ordered Momentum for Asynchronous SGD
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Learning Macroscopic Dynamics from Partial Microscopic Observations
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4902
Revisiting Score Propagation in Graph Out-of-Distribution Detection
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Predicting Future Actions of Reinforcement Learning Agents
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Understanding Model Selection for Learning in Strategic Environments
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7306
Do Multimodal Foundation Models Understand Enterprise Workflows? A Benchmark for Business Process Management Tasks
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
OwMatch: Conditional Self-Labeling with Consistency for Open-world Semi-Supervised Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Tight Bounds for Learning RUMs from Small Slates
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
VideoGUI: A Benchmark for GUI Automation from Instructional Videos
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need?
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JMLR]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
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Slides]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
SurgicAI: A Fine-grained Platform for Data Collection and Benchmarking in Surgical Policy Learning
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Neural Concept Binder
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4907
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Improving Deep Learning Optimization through Constrained Parameter Regularization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
Sparse Bayesian Generative Modeling for Compressive Sensing
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5100
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
SciCode: A Research Coding Benchmark Curated by Scientists
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5311
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
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Poster]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5309
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
Implicit Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5403
TaskBench: Benchmarking Large Language Models for Task Automation
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
OpenCDA-Loop: A Closed-loop Benchmarking Platform for End-to-end Evaluation of Cooperative Perception
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Poster]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
Not All Tokens Are What You Need for Pretraining
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Interpolating Item and User Fairness in Multi-Sided Recommendations
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Fast Rates for Bandit PAC Multiclass Classification
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
Using Unity to Help Solve Reinforcement Learning
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Statistical Inference for Fairness Auditing
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JMLR]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
Improving the Training of Rectified Flows
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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4509
Protecting Your LLMs with Information Bottleneck
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5107
From Causal to Concept-Based Representation Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
GRANOLA: Adaptive Normalization for Graph Neural Networks
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
Scaling White-Box Transformers for Vision
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Metric Flow Matching for Smooth Interpolations on the Data Manifold
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
Why Transformers Need Adam: A Hessian Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
How to Solve Contextual Goal-Oriented Problems with Offline Datasets?
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
B$\oplus$LD: Boolean Logic Deep Learning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
Instance-Optimal Private Density Estimation in the Wasserstein Distance
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Benign overfitting in leaky ReLU networks with moderate input dimension
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
ScaleKD: Strong Vision Transformers Could Be Excellent Teachers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Metrizing Weak Convergence with Maximum Mean Discrepancies
[
JMLR]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Structured Learning of Compositional Sequential Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Provable Partially Observable Reinforcement Learning with Privileged Information
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Why the Metric Backbone Preserves Community Structure
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
RGFN: Synthesizable Molecular Generation Using GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5400
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Random Representations Outperform Online Continually Learned Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Tolerant Algorithms for Learning with Arbitrary Covariate Shift
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
VHELM: A Holistic Evaluation of Vision Language Models
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5300
Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
ImageNet3D: Towards General-Purpose Object-Level 3D Understanding
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Boosting Text-to-Video Generative Model with MLLMs Feedback
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Local and Adaptive Mirror Descents in Extensive-Form Games
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Time-Reversal Provides Unsupervised Feedback to LLMs
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
Mercury: A Code Efficiency Benchmark for Code Large Language Models
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Learning to Predict Structural Vibrations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
Wormhole Loss for Partial Shape Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
MARPLE: A Benchmark for Long-Horizon Inference
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
The Art of Saying No: Contextual Noncompliance in Language Models
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
Croissant: A Metadata Format for ML-Ready Datasets
[
Slides]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
[
Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
$\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning
[
Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5210
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5209
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
[
Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5202
OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
DiffSF: Diffusion Models for Scene Flow Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
Entrywise error bounds for low-rank approximations of kernel matrices
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
Color-Oriented Redundancy Reduction in Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
Toward Approaches to Scalability in 3D Human Pose Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
ReVideo: Remake a Video with Motion and Content Control
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7209
RoPINN: Region Optimized Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
Unveiling LoRA Intrinsic Ranks via Salience Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
Large Pre-trained time series models for cross-domain Time series analysis tasks
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
LG-VQ: Language-Guided Codebook Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Analysing the Generalisation and Reliability of Steering Vectors
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Vision-Language Navigation with Energy-Based Policy
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Sample-Efficient Agnostic Boosting
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
Disentangled Representation Learning in Non-Markovian Causal Systems
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
BAKU: An Efficient Transformer for Multi-Task Policy Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
RAMP: Boosting Adversarial Robustness Against Multiple $l_p$ Perturbations for Universal Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Unveiling the Tapestry of Consistency in Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Prediction with Action: Visual Policy Learning via Joint Denoising Process
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
Optimal Algorithms for Augmented Testing of Discrete Distributions
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Learning-Augmented Dynamic Submodular Maximization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4906
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Interaction-Force Transport Gradient Flows
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
Regret Minimization in Stackelberg Games with Side Information
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
Fast samplers for Inverse Problems in Iterative Refinement models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
Spectral Editing of Activations for Large Language Model Alignment
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Causal Dependence Plots
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Learning on Large Graphs using Intersecting Communities
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4905
Identify Then Recommend: Towards Unsupervised Group Recommendation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Weight decay induces low-rank attention layers
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
Task-oriented Time Series Imputation Evaluation via Generalized Representers
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Deep Graph Mating
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4903
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
John Ellipsoids via Lazy Updates
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
QGFN: Controllable Greediness with Action Values
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
An Analysis of Elo Rating Systems via Markov Chains
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5108
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
Physically Compatible 3D Object Modeling from a Single Image
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
Identifying General Mechanism Shifts in Linear Causal Representations
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
Agent Planning with World Knowledge Model
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4901
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
S-SOS: Stochastic Sum-Of-Squares for Parametric Polynomial Optimization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Optimizing Automatic Differentiation with Deep Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
Alias-Free Mamba Neural Operator
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4900
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
Back to the Continuous Attractor
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1009
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2607
AdjointDEIS: Efficient Gradients for Diffusion Models
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
Boundary Decomposition for Nadir Objective Vector Estimation
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Are We on the Right Way for Evaluating Large Vision-Language Models?
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
A Simple Image Segmentation Framework via In-Context Examples
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
Discovering Preference Optimization Algorithms with and for Large Language Models
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Functional Bilevel Optimization for Machine Learning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Transcendence: Generative Models Can Outperform The Experts That Train Them
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
PLIP: Language-Image Pre-training for Person Representation Learning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
A Unified Framework for 3D Scene Understanding
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3309
Knowledge Graph Completion by Intermediate Variables Regularization
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
Generative Forests
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Efficient $\Phi$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
ChatQA: Surpassing GPT-4 on Conversational QA and RAG
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
Multistable Shape from Shading Emerges from Patch Diffusion
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
Fast yet Safe: Early-Exiting with Risk Control
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Identifying Equivalent Training Dynamics
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Causal Contrastive Learning for Counterfactual Regression Over Time
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4801
BAN: Detecting Backdoors Activated by Neuron Noise
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Implicit Regularization Paths of Weighted Neural Representations
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
The tree autoencoder model, with application to hierarchical data visualization
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
Discrete-state Continuous-time Diffusion for Graph Generation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Cross-model Control: Improving Multiple Large Language Models in One-time Training
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
Neural Experts: Mixture of Experts for Implicit Neural Representations
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
What If the Input is Expanded in OOD Detection?
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
Generalized Protein Pocket Generation with Prior-Informed Flow Matching
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
Boosting Graph Pooling with Persistent Homology
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
$\textit{Bifr\"ost}$: 3D-Aware Image Compositing with Language Instructions
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
The Bayesian sampling in a canonical recurrent circuit with a diversity of inhibitory interneurons
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Energy-based Hopfield Boosting for Out-of-Distribution Detection
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OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Cost-efficient Knowledge-based Question Answering with Large Language Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
AGILE: A Novel Reinforcement Learning Framework of LLM Agents
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2110
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Cryptographic Hardness of Score Estimation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
Frequency-aware Generative Models for Multivariate Time Series Imputation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
Trade-Offs of Diagonal Fisher Information Matrix Estimators
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
Deep Equilibrium Algorithmic Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
Unveiling Encoder-Free Vision-Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Stabilized Proximal-Point Methods for Federated Optimization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
CoSy: Evaluating Textual Explanations of Neurons
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Graph-based Uncertainty Metrics for Long-form Language Model Generations
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
Tetrahedron Splatting for 3D Generation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
SF-V: Single Forward Video Generation Model
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Accelerating Relative Entropy Coding with Space Partitioning
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
Honor Among Bandits: No-Regret Learning for Online Fair Division
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
When does perceptual alignment benefit vision representations?
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
Test-Time Dynamic Image Fusion
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
TFG: Unified Training-Free Guidance for Diffusion Models
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
Mirror and Preconditioned Gradient Descent in Wasserstein Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Cross-Modality Perturbation Synergy Attack for Person Re-identification
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
VISA: Variational Inference with Sequential Sample-Average Approximations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Adversarial Schrödinger Bridge Matching
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
Optimal Multi-Fidelity Best-Arm Identification
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
TrAct: Making First-layer Pre-Activations Trainable
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
ChatCam: Empowering Camera Control through Conversational AI
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Smoke and Mirrors in Causal Downstream Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Soft ascent-descent as a stable and flexible alternative to flooding
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
Probablistic Emulation of a Global Climate Model with Spherical DYffusion
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Principled Bayesian Optimization in Collaboration with Human Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
Learning Representations for Hierarchies with Minimal Support
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Abductive Reasoning in Logical Credal Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Instruction Tuning With Loss Over Instructions
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
Constrained Synthesis with Projected Diffusion Models
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Dimension-free deterministic equivalents and scaling laws for random feature regression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Towards Exact Gradient-based Training on Analog In-memory Computing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Meta-Learning Universal Priors Using Non-Injective Change of Variables
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
Rethinking 3D Convolution in $\ell_p$-norm Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
Interpreting the Weight Space of Customized Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
Spike-based Neuromorphic Model for Sound Source Localization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Online Budgeted Matching with General Bids
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
BERTs are Generative In-Context Learners
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Causal Context Adjustment Loss for Learned Image Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
Data curation via joint example selection further accelerates multimodal learning
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Statistical Multicriteria Benchmarking via the GSD-Front
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Conformalized Multiple Testing after Data-dependent Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GO4Align: Group Optimization for Multi-Task Alignment
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Efficient Adversarial Training in LLMs with Continuous Attacks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Dissecting the Failure of Invariant Learning on Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2907
Energy-based Epistemic Uncertainty for Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
Graph neural networks and non-commuting operators
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
Active Perception for Grasp Detection via Neural Graspness Field
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
Linking In-context Learning in Transformers to Human Episodic Memory
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Hierarchical and Density-based Causal Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Transfer Q-star : Principled Decoding for LLM Alignment
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
e-COP : Episodic Constrained Optimization of Policies
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Iterative Reasoning Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Towards Dynamic Message Passing on Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
Equivariant Neural Diffusion for Molecule Generation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
Learning to Decouple the Lights for 3D Face Texture Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Distributed Sparse Regression via Penalization
[
JMLR]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Theoretical Foundations of Deep Selective State-Space Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Geometric-Averaged Preference Optimization for Soft Preference Labels
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Beyond task diversity: provable representation transfer for sequential multitask linear bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7304
Quantitative Convergences of Lie Group Momentum Optimizers
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Can Models Learn Skill Composition from Examples?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Multilingual Diversity Improves Vision-Language Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Learning-Augmented Priority Queues
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
Accelerating Matroid Optimization through Fast Imprecise Oracles
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
Confidence Regulation Neurons in Language Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
DeNetDM: Debiasing by Network Depth Modulation
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Achieving Constant Regret in Linear Markov Decision Processes
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Panacea: Pareto Alignment via Preference Adaptation for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
Confident Natural Policy Gradient for Local Planning in $q_\pi$-realizable Constrained MDPs
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
Adversarially Robust Multi-task Representation Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
The Benefits of Balance: From Information Projections to Variance Reduction
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
Optimal deep learning of holomorphic operators between Banach spaces
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Learning from Uncertain Data: From Possible Worlds to Possible Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Interpretable Generalized Additive Models for Datasets with Missing Values
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Monomial Matrix Group Equivariant Neural Functional Networks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
Graph Coarsening with Message-Passing Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
Explanations that reveal all through the definition of encoding
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
Cascade Speculative Drafting for Even Faster LLM Inference
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Efficient and Private Marginal Reconstruction with Local Non-Negativity
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Reinforcement Learning with LTL and $\omega$-Regular Objectives via Optimality-Preserving Translation to Average Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Causal language modeling can elicit search and reasoning capabilities on logic puzzles
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3907
Precipitation Downscaling with Spatiotemporal Video Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
Dual Lagrangian Learning for Conic Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
Learning predictable and robust neural representations by straightening image sequences
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Geometric Exploitation for Indoor Panoramic Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
How do Large Language Models Handle Multilingualism?
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4800
Unrolled denoising networks provably learn to perform optimal Bayesian inference
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Community Detection Guarantees using Embeddings Learned by Node2Vec
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
User-item fairness tradeoffs in recommendations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1010
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
Autoregressive Image Generation without Vector Quantization
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2802
Learning Better Representations From Less Data For Propositional Satisfiability
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
Continual Counting with Gradual Privacy Expiration
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
On the Scalability of Certified Adversarial Robustness with Generated Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Universal Rates for Active Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
Learning Optimal Tax Design in Nonatomic Congestion Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
Learning and Transferring Sparse Contextual Bigrams with Linear Transformers
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
Improved Sample Complexity Bounds for Diffusion Model Training
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Resource-Aware Federated Self-Supervised Learning with Global Class Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Approximately Pareto-optimal Solutions for Bi-Objective k-Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
Risk-sensitive control as inference with Rényi divergence
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Binary Search with Distributional Predictions
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Periodic agent-state based Q-learning for POMDPs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom
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Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
First-Order Minimax Bilevel Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
Simulation-Free Training of Neural ODEs on Paired Data
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Linguistic Collapse: Neural Collapse in (Large) Language Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2910
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Make Continual Learning Stronger via C-Flat
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
Multi-Group Proportional Representation in Retrieval
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
Learning Transferable Features for Implicit Neural Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4102
Fast Channel Simulation via Error-Correcting Codes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
Right this way: Can VLMs Guide Us to See More to Answer Questions?
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
AED: Adaptable Error Detection for Few-shot Imitation Policy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Continual Learning with Global Alignment
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
On the Inductive Bias of Stacking Towards Improving Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Compact Proofs of Model Performance via Mechanistic Interpretability
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Not Just Object, But State: Compositional Incremental Learning without Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Sketching for Distributed Deep Learning: A Sharper Analysis
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Random Function Descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
Thought of Search: Planning with Language Models Through The Lens of Efficiency
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
DDK: Distilling Domain Knowledge for Efficient Large Language Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4909
Communication-Efficient Federated Group Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
Supra-Laplacian Encoding for Transformer on Dynamic Graphs
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
LOVA3: Learning to Visual Question Answering, Asking and Assessment
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Learning to Edit Visual Programs with Self-Supervision
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Convergence Analysis of Split Federated Learning on Heterogeneous Data
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3411
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Prune and Repaint: Content-Aware Image Retargeting for any Ratio
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
PromptFix: You Prompt and We Fix the Photo
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Generalization Bounds via Conditional $f$-Information
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2902
GFT: Graph Foundation Model with Transferable Tree Vocabulary
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
Yo'LLaVA: Your Personalized Language and Vision Assistant
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
Distributed-Order Fractional Graph Operating Network
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Learn To be Efficient: Build Structured Sparsity in Large Language Models
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
Propensity Score Alignment of Unpaired Multimodal Data
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Exponential Quantum Communication Advantage in Distributed Inference and Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Harmonizing Visual Text Comprehension and Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
Learning Discrete Concepts in Latent Hierarchical Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
Elucidating the Design Space of Dataset Condensation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Can Learned Optimization Make Reinforcement Learning Less Difficult?
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
Pure Message Passing Can Estimate Common Neighbor for Link Prediction
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
The Prevalence of Neural Collapse in Neural Multivariate Regression
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
Learning to Assist Humans without Inferring Rewards
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1011
End-to-End Ontology Learning with Large Language Models
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Targeted Sequential Indirect Experiment Design
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
Open-Vocabulary Object Detection via Language Hierarchy
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Qualitative Mechanism Independence
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Learning Distributions on Manifolds with Free-Form Flows
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Dual-Diffusion for Binocular 3D Human Pose Estimation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
Adaptive Depth Networks with Skippable Sub-Paths
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
A Modular Conditional Diffusion Framework for Image Reconstruction
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
On provable privacy vulnerabilities of graph representations
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
MAC Advice for facility location mechanism design
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
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Slides]