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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) None
Invited Talk - Lidong Zhou
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) @ 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 -- 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) @ 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 -- 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 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 10:00 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) @ West Meeting Room 211-214 None
Oral Session 3C: 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 10:20 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 Exhibition Hall C, B3 None
Return of Unconditional Generation: A Self-supervised Representation Generation Method
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OpenReview]
Oral
Thu Dec 12 10:20 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 10:40 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) @ 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 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 #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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OpenReview]
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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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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
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OpenReview]
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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) @ East Exhibit Hall A-C #4202
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
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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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OpenReview]
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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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OpenReview]
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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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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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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Conformalized Multiple Testing after Data-dependent Selection
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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GO4Align: Group Optimization for Multi-Task Alignment
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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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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
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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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OpenReview]
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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
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OpenReview]
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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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OpenReview]
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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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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5201
Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge
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Slides]
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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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
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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
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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
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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Dissecting the Failure of Invariant Learning on Graphs
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OpenReview]
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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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OpenReview]
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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
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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
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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
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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) @ 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 #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 #3201
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
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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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
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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
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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 #2504
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
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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
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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
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OpenReview]
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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
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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
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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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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
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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 #3811
Linking In-context Learning in Transformers to Human Episodic Memory
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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
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OpenReview]
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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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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
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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
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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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OpenReview]
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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]
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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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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Hierarchical and Density-based Causal Clustering
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OpenReview]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Transfer Q-star : Principled Decoding for LLM Alignment
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
e-COP : Episodic Constrained Optimization of Policies
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OpenReview]
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) @ West Ballroom A-D #5800
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
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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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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
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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
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Iterative Reasoning Preference Optimization
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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]
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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 #1704
Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
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OpenReview]
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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
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]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Towards Dynamic Message Passing on Graphs
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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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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]
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
Equivariant Neural Diffusion for Molecule Generation
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OpenReview]
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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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OpenReview]
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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
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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
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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
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Distributed Sparse Regression via Penalization
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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
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
Wormhole Loss for Partial Shape Matching
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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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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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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
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Theoretical Foundations of Deep Selective State-Space Models
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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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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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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
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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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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Geometric-Averaged Preference Optimization for Soft Preference Labels
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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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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
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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
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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
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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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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
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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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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
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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
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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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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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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?
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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Can Models Learn Skill Composition from Examples?
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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
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Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Multilingual Diversity Improves Vision-Language Representations
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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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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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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Learning-Augmented Priority Queues
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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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Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity
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JMLR]
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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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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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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
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) @ West Ballroom A-D #5603
Tight Bounds for Learning RUMs from Small Slates
[
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]
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) @ 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 #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 #4603
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
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
[
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]
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 #6407
Achieving Constant Regret in Linear Markov Decision Processes
[
OpenReview]
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
[
Poster]
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
[
Poster]
[
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 #4911
Grammar-Aligned Decoding
[
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
[
Poster]
[
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
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Multi-Head Mixture-of-Experts
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
[
Poster]
[
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
[
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
[
Slides]
[
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]
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) @ 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) @ East Exhibit Hall A-C #1309
A Unified Framework for 3D Scene Understanding
[
Slides]
[
Poster]
[
OpenReview]
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) @ East Exhibit Hall A-C #3309
Knowledge Graph Completion by Intermediate Variables Regularization
[
Poster]
[
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]
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]
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 #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) @ 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) @ West Ballroom A-D #5204
SciCode: A Research Coding Benchmark Curated by Scientists
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
[
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
[
Poster]
[
OpenReview]
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) @ 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) @ 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 #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 #1711
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
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) @ 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) @ 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 #2605
Improving the Training of Rectified Flows
[
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
[
Poster]
[
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) @ East Exhibit Hall A-C #2811
Generative Forests
[
Slides]
[
Poster]
[
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 #2408
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
[
Slides]
[
Poster]
[
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 #5206
Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire
[
Poster]
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 #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 #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 #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 #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 #5207
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
[
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
[
Slides]
[
OpenReview]
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 #6611
Efficient $\Phi$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games
[
Poster]
[
OpenReview]
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
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) @ West Ballroom A-D #5311
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
[
Poster]
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]
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 #5504
Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"
[
Poster]
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
[
Slides]
[
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) @ West Ballroom A-D #7202
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
[
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]
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
[
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) @ West Ballroom A-D #6400
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
[
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
[
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 #4505
Fast yet Safe: Early-Exiting with Risk Control
[
Poster]
[
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 #1307
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
[
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]
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 #2109
On the Scalability of Certified Adversarial Robustness with Generated Data
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Identifying Equivalent Training Dynamics
[
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
[
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]
[
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) @ West Ballroom A-D #5007
Causal Contrastive Learning for Counterfactual Regression Over Time
[
Slides]
[
Poster]
[
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) @ East Exhibit Hall A-C #4801
BAN: Detecting Backdoors Activated by Neuron Noise
[
Slides]
[
Poster]
[
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
[
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
[
Poster]
[
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
[
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) @ 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) @ 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) @ 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 #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 #6403
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
[
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]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
[
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) @ 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) @ 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) @ 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 #6705
Risk-sensitive control as inference with Rényi divergence
[
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
[
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 #5600
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
[
OpenReview]
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
[
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
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Implicit Regularization Paths of Weighted Neural Representations
[
Poster]
[
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 #5405
μBench: A Microscopy Benchmark for Vision-Language Understanding
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
[
Slides]
[
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
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 #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) @ West Ballroom A-D #5408
OpenCDA-Loop: A Closed-loop Benchmarking Platform for End-to-end Evaluation of Cooperative Perception
[
Poster]
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) @ East Exhibit Hall A-C #1204
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
[
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) @ 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) @ 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 #4301
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
[
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) @ West Ballroom A-D #7100
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
[
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 #6104
A Synthetic Dataset for Personal Attribute Inference
[
Slides]
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 #3607
The tree autoencoder model, with application to hierarchical data visualization
[
Poster]
[
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]
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
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Noise-Aware Differentially Private Regression via Meta-Learning
[
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 #2610
Discrete-state Continuous-time Diffusion for Graph Generation
[
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
[
Poster]
[
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]
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
[
Slides]
[
Poster]
[
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
[
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
[
Slides]
[
Poster]
[
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
[
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) @ 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 #1001
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
[
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) @ West Ballroom A-D #6508
Using Unity to Help Solve Reinforcement Learning
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]
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
[
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) @ 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 #3702
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
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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
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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
[
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 #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) @ East Exhibit Hall A-C #2008
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
[
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) @ East Exhibit Hall A-C #4501
What If the Input is Expanded in OOD Detection?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Statistical Inference for Fairness Auditing
[
JMLR]
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 #1610
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
[
Slides]
[
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
[
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 #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) @ 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) @ 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) @ East Exhibit Hall A-C #2009
Scaling White-Box Transformers for Vision
[
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 #2600
Diffusion Models are Certifiably Robust Classifiers
[
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 #3911
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
[
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]
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
[
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 #6302
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
Boosting Graph Pooling with Persistent Homology
[
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 #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 #4903
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models
[
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) @ East Exhibit Hall A-C #1408
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
[
Slides]
[
Poster]
[
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
[
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 #1802
Intrinsic Self-Supervision for Data Quality Audits
[
Slides]
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 #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) @ West Ballroom A-D #5902
John Ellipsoids via Lazy Updates
[
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 #3705
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
[
OpenReview]
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) @ West Ballroom A-D #6402
QGFN: Controllable Greediness with Action Values
[
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
[
Slides]
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]
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) @ East Exhibit Hall A-C #4304
UniTS: A Unified Multi-Task Time Series Model
[
Slides]
[
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]
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
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) @ West Ballroom A-D #6404
Recurrent Reinforcement Learning with Memoroids
[
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
[
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 #2805
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
[
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 #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]
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
[
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 #3402
Reciprocal Learning
[
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) @ West Ballroom A-D #7004
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
[
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
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Deep Graph Mating
[
Slides]
[
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
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
Can Large Language Models Analyze Graphs like Professionals? A Benchmark and Dataset
[
Slides]
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
[
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
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Slides]
[
Poster]
[
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) @ West Ballroom A-D #7209
RoPINN: Region Optimized Physics-Informed Neural Networks
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Slides]
[
Poster]
[
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
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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
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Slides]
[
Poster]
[
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
[
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
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Poster]
[
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
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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 #2111
Energy-based Hopfield Boosting for Out-of-Distribution Detection
[
OpenReview]
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 #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
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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
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Poster]
[
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]
[
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
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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
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Poster]
[
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
[
OpenReview]
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) @ 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
[
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]
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]
[
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]
[
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
[
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]
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]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Cryptographic Hardness of Score Estimation
[
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]
[
Poster]
[
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 #4300
Frequency-aware Generative Models for Multivariate Time Series Imputation
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Slides]
[
Poster]
[
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
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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
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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
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Ordered Momentum for Asynchronous SGD
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
Unveiling LoRA Intrinsic Ranks via Salience Analysis
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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 #1804
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
[
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
[
Slides]
[
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
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Poster]
[
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
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Slides]
[
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
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Slides]
[
Poster]
[
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
[
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 #3009
Deep Equilibrium Algorithmic Reasoning
[
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 #7107
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
[
Poster]
[
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
[
Poster]
[
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
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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) @ 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]
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
[
Poster]
[
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]
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
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
[
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?
[
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
[
Poster]
[
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
[
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]
[
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) @ West Ballroom A-D #6109
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks
[
Slides]
[
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
[
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
[
Slides]
[
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
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
Learning to Assist Humans without Inferring Rewards
[
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) @ East Exhibit Hall A-C #1304
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
[
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
[
Slides]
[
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
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Targeted Sequential Indirect Experiment Design
[
Poster]
[
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]
[
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
[
Slides]
[
Poster]
[
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
[
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
[
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
[
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 #3107
CoSy: Evaluating Textual Explanations of Neurons
[
Slides]
[
Poster]
[
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 #5006
Qualitative Mechanism Independence
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Predicting Future Actions of Reinforcement Learning Agents
[
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
[
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
[
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) @ East Exhibit Hall A-C #1601
Tetrahedron Splatting for 3D Generation
[
Slides]
[
Poster]
[
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
[
Slides]
[
Poster]
[
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
[
Slides]
[
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
[
OpenReview]
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
[
Slides]
[
Poster]
[
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
[
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
[
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 #4509
Protecting Your LLMs with Information Bottleneck
[
Slides]
[
Poster]
[
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
On provable privacy vulnerabilities of graph representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
MAC Advice for facility location mechanism design
[
Slides]
[
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 #1805
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
[
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
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Slides]
[
Poster]
[
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
[
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]
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
[
Slides]
[
Poster]
[
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]
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective
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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 #6304
Reinforcing LLM Agents via Policy Optimization with Action Decomposition
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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) @ East Exhibit Hall A-C #4407
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
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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 #6604
No-regret Learning in Harmonic Games: Extrapolation in the Face of Conflicting Interests
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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) @ East Exhibit Hall A-C #2705
Universal In-Context Approximation By Prompting Fully Recurrent Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task 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 #2002
Learning Low-Rank Feature for Thorax Disease Classification
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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 #1702
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness
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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]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
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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 #7006
Improving Gloss-free Sign Language Translation by Reducing Representation Density
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Structured Learning of Compositional Sequential Interventions
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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 #4404
Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
MoGenTS: Motion Generation based on Spatial-Temporal Joint 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) @ East Exhibit Hall A-C #3505
On Affine Homotopy between Language Encoders
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Autonomous Driving with Spiking Neural Networks
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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]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
Edit Distance Robust Watermarks via Indexing Pseudorandom Codes
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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 #2704
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
DAGER: Exact Gradient Inversion for Large Language Models
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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 #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) @ West Ballroom A-D #7003
VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions
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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 #4704
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
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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 #2500
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform
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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 #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) @ East Exhibit Hall A-C #1701
CV-VAE: A Compatible Video VAE for Latent Generative Video 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 #2401
Graph Diffusion Policy Optimization
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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) @ East Exhibit Hall A-C #4410
Large Language Model Unlearning
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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 #1809
Offline Behavior Distillation
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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 #2202
Benign overfitting in leaky ReLU networks with moderate input dimension
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
Learning from Pattern Completion: Self-supervised Controllable Generation
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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]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
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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 #2307
Sparse High Rank Adapters
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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]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Diffusion Imitation from Observation
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Exploring Molecular Pretraining Model at Scale
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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]
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) @ 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 #4101
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm
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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 #5601
Interpolating Item and User Fairness in Multi-Sided Recommendations
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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) @ West Ballroom A-D #6002
Learning-Augmented Dynamic Submodular Maximization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
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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 #4906
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
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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 #2001
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
On the Noise Robustness of In-Context Learning for Text 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) @ East Exhibit Hall A-C #2204
Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT
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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
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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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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
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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 #3011
A Foundation Model for Zero-shot Logical Query Reasoning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Even Sparser Graph Transformers
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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]
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
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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
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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 #4211
MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation
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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 #1303
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
On Socially Fair Low-Rank Approximation and Column Subset Selection
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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
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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 #4811
Geometric Trajectory Diffusion Models
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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 #5005
Efficient Policy Evaluation Across Multiple Different Experimental Datasets
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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
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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 #3909
Quantum Deep Equilibrium Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
Neuro-Symbolic Data Generation for Math Reasoning
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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
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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
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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 #6006
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
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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 #4002
BLoB: Bayesian Low-Rank Adaptation by Backpropagation 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) @ East Exhibit Hall A-C #2304
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Enhancing Chess Reinforcement Learning with Graph Representation
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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) @ East Exhibit Hall A-C #3303
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
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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 #1905
Stepping on the Edge: Curvature Aware Learning Rate Tuners
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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
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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) @ East Exhibit Hall A-C #4006
Interaction-Force Transport Gradient Flows
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
QTIP: Quantization with Trellises and Incoherence Processing
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5107
From Causal to Concept-Based Representation Learning
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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
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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 #6903
Transformers on Markov data: Constant depth suffices
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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
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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 #6905
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
Exocentric-to-Egocentric Video Generation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Gaussian Process Bandits for Top-k Recommendations
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
Improving Adaptivity via Over-Parameterization in Sequence Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
A Tractable Inference Perspective of Offline RL
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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 #6906
Recurrent neural networks: vanishing and exploding gradients are not the end of the story
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
IR-CM: The Fast and Universal Image Restoration Method Based on Consistency 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 #6505
Contextual Bilevel Reinforcement Learning for Incentive Alignment
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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
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Stochastic Optimal Control for Diffusion Bridges in Function Spaces
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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
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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 #1006
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
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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 #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 #7102
TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Randomized Strategic Facility Location with Predictions
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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
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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
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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 #3606
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach
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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 #6704
Foundations of Multivariate Distributional Reinforcement Learning
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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
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Disentangling and mitigating the impact of task similarity for continual learning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Adversarial Schrödinger Bridge Matching
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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 #6206
How to Solve Contextual Goal-Oriented Problems with Offline Datasets?
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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 #3404
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference
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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 #6107
Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
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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 #3004
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
[
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) @ 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 #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) @ West Ballroom A-D #6204
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Learning to Predict Structural Vibrations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
Improved Algorithms for Contextual Dynamic Pricing
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
UDON: Universal Dynamic Online distillatioN for generic image representations
[
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) @ West Ballroom A-D #6910
Metrizing Weak Convergence with Maximum Mean Discrepancies
[
JMLR]
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
[
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) @ West Ballroom A-D #5707
Cardinality-Aware Set Prediction and Top-$k$ Classification
[
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) @ West Ballroom A-D #5506
Deep Learning in Medical Image Registration: Magic or Mirage?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
OPEL: Optimal Transport Guided ProcedurE Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Compressing Large Language Models using Low Rank and Low Precision Decomposition
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
MotionCraft: Physics-Based Zero-Shot Video Generation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4904
One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection
[
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) @ East Exhibit Hall A-C #2208
A theoretical design of concept sets: improving the predictability of concept bottleneck models
[
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) @ 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) @ East Exhibit Hall A-C #1508
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
[
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]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Model Based Inference of Synaptic Plasticity Rules
[
Slides]
[
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) @ West Ballroom A-D #6700
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit
[
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 #2602
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7208
Explaining Datasets in Words: Statistical Models with Natural Language Parameters
[
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
[
Poster]
[
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]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
Learning Segmentation from Point Trajectories
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
Can Language Models Learn to Skip Steps?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4908
Multi-modal Transfer Learning between Biological Foundation Models
[
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 #1602
Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Neural Concept Binder
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4910
Bridging Geometric States via Geometric Diffusion Bridge
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
CogVLM: Visual Expert for Pretrained Language Models
[
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 #5801
Local and Adaptive Mirror Descents in Extensive-Form Games
[
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 #3302
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
[
Slides]
[
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
[
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) @ West Ballroom A-D #6609
Understanding Model Selection for Learning in Strategic Environments
[
Slides]
[
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 #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 #4403
Exploring Adversarial Robustness of Deep State Space Models
[
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 #3903
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
[
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 #4905
Identify Then Recommend: Towards Unsupervised Group Recommendation
[
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) @ East Exhibit Hall A-C #2809
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
[
Poster]
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
[
Slides]
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Weight decay induces low-rank attention layers
[
OpenReview]
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
[
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]
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
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Score Distillation via Reparametrized DDIM
[
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 #4004
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
[
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
[
Slides]
[
Poster]
[
OpenReview]
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 #2209
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Covariate Shift Corrected Conditional Randomization Test
[
Slides]
[
Poster]
[
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]
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
[
Poster]
[
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 #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 #1708
TAPVid-3D: A Benchmark for Tracking Any Point in 3D
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 Session
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C None
Poster Session 3 East
Creative AI
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Ballroom C None
Creative AI Session 5
Poster Session
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D None
Poster Session 3 West
Affinity Workshop
Thu Dec 12 12:00 PM -- 02:00 PM (PST) @ West Meeting Room 201 None
Neurodiversity Workshop
Break
Thu Dec 12 01:00 PM -- 02:30 PM (PST) None
Lunch Break
Affinity Workshop
Thu Dec 12 02:30 PM -- 07:00 PM (PST) @ West Meeting Room 201 None
Indigenous in AI/ML
Invited Talk
Thu Dec 12 02:30 PM -- 03:30 PM (PST) None
Invited Talk - Arnaud Doucet
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
[
OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
DenoiseRep: Denoising Model for Representation Learning
[
OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
[
OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
DevBench: A multimodal developmental benchmark for language learning
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
Oral Session 4A: Natural Language Processing
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Oral Session 4D: Machine Vision
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 4A: Natural Language Processing
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 4D: Machine Vision
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Oral Session 4B: Diffusion-based Models
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Oral Session 4C: Diffusion-based Models, Mathematics
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
Stylus: Automatic Adapter Selection for Diffusion Models
[
OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
Improved Distribution Matching Distillation for Fast Image Synthesis
[
OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
[
OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
[
OpenReview]
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Guiding a Diffusion Model with a Bad Version of Itself
[
OpenReview]
Break
Thu Dec 12 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3809
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
Learning Social Welfare Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
Can large language models explore in-context?
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3904
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7004
Efficient Large Multi-modal Models via Visual Context Compression
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
RETR: Multi-View Radar Detection Transformer for Indoor Perception
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
A Universal Growth Rate for Learning with Smooth Surrogate Losses
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Disentangling Linear Quadratic Control with Untrusted ML Predictions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7201
Replicable Uniformity Testing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
Learning Human-like Representations to Enable Learning Human Values
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7104
LeDex: Training LLMs to Better Self-Debug and Explain Code
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
ImageNet++: A Large-Scale Benchmark of Data Curation Strategies
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
A StrongREJECT for Empty Jailbreaks
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2604
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4209
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
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Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4404
Benchmarking Complex Instruction-Following with Multiple Constraints Composition
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
Kuro Siwo: 33 billion $m^2$ under the water. A global multi-temporal satellite dataset for rapid flood mapping
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
HourVideo: 1-Hour Video-Language Understanding
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5108
WikiDO: Evaluating Out-of-Distribution Generalization of Vision-Language Models in Cross-Modal Retrieval
[
Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5105
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
MultiOrg: A Multi-rater Organoid-detection Dataset
[
Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5206
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
[
Poster]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5211
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5311
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5305
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5302
VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding
[
Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5301
AgentGym: A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5300
RedCode: Multi-dimensional Safety Benchmark for Code Agents
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
PowerGraph: A power grid benchmark dataset for graph neural networks
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5405
WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5410
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6903
Fixed points of nonnegative neural networks
[
JMLR]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
EffiBench: Benchmarking the Efficiency of Automatically Generated Code
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4403
Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5310
Value Imprint: A Technique for Auditing the Human Values Embedded in RLHF Datasets
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
Do Multimodal Foundation Models Understand Enterprise Workflows? A Benchmark for Business Process Management Tasks
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5208
EyeGraph: Modularity-aware Spatio Temporal Graph Clustering for Continuous Event-based Eye Tracking
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5207
Quantifying the Bitter Lesson: How Safety Benchmarks Measure Capabilities Instead of Safety
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1011
Towards Visual Text Design Transfer Across Languages
[
Poster]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5107
GeoLife: Spacial Plant Species Prediction Dataset
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
[
Poster]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5308
BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3300
Efficient Convex Algorithms for Universal Kernel Learning
[
JMLR]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
Universality in Transfer Learning for Linear Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
Gated Inference Network: Inference and Learning State-Space Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5800
Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Diffusion-based Curriculum Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
RobIR: Robust Inverse Rendering for High-Illumination Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
RCDN: Towards Robust Camera-Insensitivity Collaborative Perception via Dynamic Feature-based 3D Neural Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
Reasons and Solutions for the Decline in Model Performance after Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
Universal Online Convex Optimization with $1$ Projection per Round
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
A Polar coordinate system represents syntax in large language models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
Discovery of the Hidden World with Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4406
$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7207
BendVLM: Test-Time Debiasing of Vision-Language Embeddings
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4801
Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4803
DisCEdit: Model Editing by Identifying Discriminative Components
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4804
UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
Out-of-Distribution Detection with a Single Unconditional Diffusion Model
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
Improved Distribution Matching Distillation for Fast Image Synthesis
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
Understanding Information Storage and Transfer in Multi-Modal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
Learning Successor Features the Simple Way
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7205
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7204
Persistence Homology Distillation for Semi-supervised Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
Efficient Combinatorial Optimization via Heat Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
ReMoDetect: Reward Models Recognize Aligned LLM's Generations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
CALANet: Cheap All-Layer Aggregation for Human Activity Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
Efficient Discrepancy Testing for Learning with Distribution Shift
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6200
Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4010
Constrained Sampling with Primal-Dual Langevin Monte Carlo
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Is Value Learning Really the Main Bottleneck in Offline RL?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
Constrained Binary Decision Making
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4807
On the Power of Decision Trees in Auto-Regressive Language Modeling
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7203
Calibrated Self-Rewarding Vision Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
Semi-Discrete Optimal Transport: Nearly Minimax Estimation With Stochastic Gradient Descent and Adaptive Entropic Regularization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
On conditional diffusion models for PDE simulations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
Text-Aware Diffusion for Policy Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
Generating Highly Designable Proteins with Geometric Algebra Flow Matching
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2910
Hyperbolic Embeddings of Supervised Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
Interventional Causal Discovery in a Mixture of DAGs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2909
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
Black-Box Forgetting
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
Full-Distance Evasion of Pedestrian Detectors in the Physical World
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
On the Role of Attention Masks and LayerNorm in Transformers
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6505
Diffusion Actor-Critic with Entropy Regulator
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
HydraViT: Stacking Heads for a Scalable ViT
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
Adaptive Passive-Aggressive Framework for Online Regression with Side Information
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
Bridge the Points: Graph-based Few-shot Segment Anything Semantically
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Stochastic Zeroth-Order Optimization under Strongly Convexity and Lipschitz Hessian: Minimax Sample Complexity
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4808
Towards Neuron Attributions in Multi-Modal Large Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
Instructor-inspired Machine Learning for Robust Molecular Property Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Public-data Assisted Private Stochastic Optimization: Power and Limitations
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Are Self-Attentions Effective for Time Series Forecasting?
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Attack-Aware Noise Calibration for Differential Privacy
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Certified Machine Unlearning via Noisy Stochastic Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Least Squares Regression Can Exhibit Under-Parameterized Double Descent
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
Q-VLM: Post-training Quantization for Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Dual Cone Gradient Descent for Training Physics-Informed Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
Conditional Synthesis of 3D Molecules with Time Correction Sampler
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
Towards Unsupervised Model Selection for Domain Adaptive Object Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Long-range Brain Graph Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
Foundation Inference Models for Markov Jump Processes
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Mixture of Experts Meets Prompt-Based Continual Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
The Expressive Capacity of State Space Models: A Formal Language Perspective
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Representation Noising: A Defence Mechanism Against Harmful Finetuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4811
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
Light Unbalanced Optimal Transport
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
InversionView: A General-Purpose Method for Reading Information from Neural Activations
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4710
EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Discretely beyond $1/e$: Guided Combinatorial Algortihms for Submodular Maximization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4709
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
Extracting Training Data from Molecular Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4707
Revisiting motion information for RGB-Event tracking with MOT philosophy
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6100
Self-Labeling the Job Shop Scheduling Problem
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
Fast Encoder-Based 3D from Casual Videos via Point Track Processing
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4706
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
Vivid-ZOO: Multi-View Video Generation with Diffusion Model
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
Towards training digitally-tied analog blocks via hybrid gradient computation
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7106
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
Learning Cut Generating Functions for Integer Programming
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Improved Regret for Bandit Convex Optimization with Delayed Feedback
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
Bandits with Ranking Feedback
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
Amortized Fourier Neural Operators
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
Approximation Rate of the Transformer Architecture for Sequence Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Shape analysis for time series
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
$\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
Recurrent neural network dynamical systems for biological vision
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4704
Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
NeoRL: Efficient Exploration for Nonepisodic RL
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
OSLO: One-Shot Label-Only Membership Inference Attacks
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
Knowledge Circuits in Pretrained Transformers
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Make Your LLM Fully Utilize the Context
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4702
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
Oracle-Efficient Reinforcement Learning for Max Value Ensembles
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4701
Fine-Tuning is Fine, if Calibrated
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3408
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Federated Learning over Connected Modes
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
A Functional Extension of Semi-Structured Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Adversarially Robust Decision Transformer
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Pipeline Parallelism with Controllable Memory
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Spiking Graph Neural Network on Riemannian Manifolds
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4600
Slight Corruption in Pre-training Data Makes Better Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5504
FairWire: Fair Graph Generation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Dealing with Synthetic Data Contamination in Online Continual Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
Recognize Any Regions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear $q^\pi$-Realizability and Concentrability
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3903
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4601
Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4602
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Guiding a Diffusion Model with a Bad Version of Itself
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1402
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7009
Mixtures of Experts for Audio-Visual Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
Zero-Shot Tokenizer Transfer
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
Bridging the Divide: Reconsidering Softmax and Linear Attention
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
Virtual Scanning: Unsupervised Non-line-of-sight Imaging from Irregularly Undersampled Transients
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
CountGD: Multi-Modal Open-World Counting
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
Faster Differentially Private Top-$k$ Selection: A Joint Exponential Mechanism with Pruning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4100
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
Provably Safe Neural Network Controllers via Differential Dynamic Logic
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4703
realSEUDO for real-time calcium imaging analysis
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4809
Set-based Neural Network Encoding Without Weight Tying
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4902
$\text{ID}^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4605
KnowGPT: Knowledge Graph based Prompting for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4606
L4GM: Large 4D Gaussian Reconstruction Model
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
On the Computational Complexity of Private High-dimensional Model Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7110
IPO: Interpretable Prompt Optimization for Vision-Language Models
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Barely Random Algorithms and Collective Metrical Task Systems
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
MeLLoC: Lossless Compression with High-order Mechanism Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterations
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
Generating compositional scenes via Text-to-image RGBA Instance Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6611
Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4607
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6208
How to Boost Any Loss Function
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4608
Online Classification with Predictions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Paths to Equilibrium in Games
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
A Framework for Bilevel Optimization on Riemannian Manifolds
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2901
Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
PointMamba: A Simple State Space Model for Point Cloud Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
Banded Square Root Matrix Factorization for Differentially Private Model Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
Mutual Information Estimation via Normalizing Flows
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
SimGen: Simulator-conditioned Driving Scene Generation
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2900
Transcoders find interpretable LLM feature circuits
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
Uniform Last-Iterate Guarantee for Bandits and Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4203
Counterfactual Fairness by Combining Factual and Counterfactual Predictions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
SSDM: Scalable Speech Dysfluency Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
SCOREQ: Speech Quality Assessment with Contrastive Regression
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
Adaptive Exploration for Data-Efficient General Value Function Evaluations
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
ESPACE: Dimensionality Reduction of Activations for Model Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
Accelerated Regularized Learning in Finite N-Person Games
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
SongCreator: Lyrics-based Universal Song Generation
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Pre-training Differentially Private Models with Limited Public Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
Relational Concept Bottleneck Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6601
Policy Improvement using Language Feedback Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
ProxyFusion: Face Feature Aggregation Through Sparse Experts
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
Language Generation in the Limit
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4611
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
LLaNA: Large Language and NeRF Assistant
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Data subsampling for Poisson regression with pth-root-link
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Aligning LLM Agents by Learning Latent Preference from User Edits
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
Learning Distinguishable Trajectory Representation with Contrastive Loss
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
Distributional Reinforcement Learning with Regularized Wasserstein Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
HYDRA: Model Factorization Framework for Black-Box LLM Personalization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1105
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1804
An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7006
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4506
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4206
Self-Calibrating Conformal Prediction
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1104
Toward Semantic Gaze Target Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
Matryoshka Query Transformer for Large Vision-Language Models
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
DevBench: A multimodal developmental benchmark for language learning
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Expanding Sparse Tuning for Low Memory Usage
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
QKFormer: Hierarchical Spiking Transformer using Q-K Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4402
Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
xLSTM: Extended Long Short-Term Memory
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
Credal Learning Theory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
CALE: Continuous Arcade Learning Environment
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Vector Quantization Prompting for Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5100
FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
Near-Minimax-Optimal Distributional Reinforcement Learning with a Generative Model
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Distributional Successor Features Enable Zero-Shot Policy Optimization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4006
A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4504
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3103
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
COLD: Causal reasOning in cLosed Daily activities
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
Group and Shuffle: Efficient Structured Orthogonal Parametrization
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5202
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Learning Discrete Latent Variable Structures with Tensor Rank Conditions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
$\texttt{Model-GLUE}$: Democratized LLM Scaling for A Large Model Zoo in the Wild
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
Hypothesis Testing the Circuit Hypothesis in LLMs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
iVideoGPT: Interactive VideoGPTs are Scalable World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
LAVIB: A Large-scale Video Interpolation Benchmark
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3000
Long-form factuality in large language models
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
WATT: Weight Average Test Time Adaptation of CLIP
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
Low Degree Hardness for Broadcasting on Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds
[
JMLR]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
Faster Local Solvers for Graph Diffusion Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6203
Generative Adversarial Model-Based Optimization via Source Critic Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3700
Flexible Context-Driven Sensory Processing in Dynamical Vision Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3807
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries
[
JMLR]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
Optimal Clustering with Bandit Feedback
[
JMLR]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
On Tractable $\Phi$-Equilibria in Non-Concave Games
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6900
[Re] Classwise-Shapley values for data valuation
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
On the Reproducibility of: "Learning Perturbations to Explain Time Series Predictions"
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
Chain-of-Thought Unfaithfulness as Disguised Accuracy
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
HOPE: Shape Matching Via Aligning Different K-hop Neighbourhoods
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
Graph Classification via Reference Distribution Learning: Theory and Practice
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
Enhancing Domain Adaptation through Prompt Gradient Alignment
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
SegVol: Universal and Interactive Volumetric Medical Image Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Mixture of Tokens: Continuous MoE through Cross-Example Aggregation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
Accelerating Non-Maximum Suppression: A Graph Theory Perspective
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Queueing Matching Bandits with Preference Feedback
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
Testing Calibration in Nearly-Linear Time
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
Safe Exploitative Play with Untrusted Type Beliefs
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5801
Toward Global Convergence of Gradient EM for Over-Paramterized Gaussian Mixture Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
Accelerating ERM for data-driven algorithm design using output-sensitive techniques
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7208
Learning Bregman Divergences with Application to Robustness
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
Unsupervised Object Detection with Theoretical Guarantees
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4407
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4900
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7206
Mixture of Demonstrations for In-Context Learning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
ADOPT: Modified Adam Can Converge with Any $\beta_2$ with the Optimal Rate
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
einspace: Searching for Neural Architectures from Fundamental Operations
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
Stealth edits to large language models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4806
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3407
Learning De-Biased Representations for Remote-Sensing Imagery
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6007
Directional Smoothness and Gradient Methods: Convergence and Adaptivity
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Contextual Linear Optimization with Bandit Feedback
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
Operator World Models for Reinforcement Learning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7200
In-Context Learning with Representations: Contextual Generalization of Trained Transformers
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Pre-trained Large Language Models Use Fourier Features to Compute Addition
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
Boosting Vision-Language Models with Transduction
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7102
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Persistent Test-time Adaptation in Recurring Testing Scenarios
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Neur2BiLO: Neural Bilevel Optimization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
Stochastic Optimization Schemes for Performative Prediction with Nonconvex Loss
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
AutoMix: Automatically Mixing Language Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Constrained Diffusion with Trust Sampling
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
Opponent Modeling with In-context Search
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
Transductive Learning is Compact
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4301
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Large Scale Transfer Learning for Tabular Data via Language Modeling
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Interventionally Consistent Surrogates for Complex Simulation Models
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Simplifying Constraint Inference with Inverse Reinforcement Learning
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4603
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
LoQT: Low-Rank Adapters for Quantized Pretraining
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3401
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
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Slides]
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
DenoiseRep: Denoising Model for Representation Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
The GAN is dead; long live the GAN! A Modern GAN Baseline
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
Multi-Instance Partial-Label Learning with Margin Adjustment
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Geometry of naturalistic object representations in recurrent neural network models of working memory
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
The Secretary Problem with Predicted Additive Gap
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7008
BackTime: Backdoor Attacks on Multivariate Time Series Forecasting
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Accelerating Blockwise Parallel Language Models with Draft Refinement
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Model-Based Transfer Learning for Contextual Reinforcement Learning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Few-Shot Diffusion Models Escape the Curse of Dimensionality
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
State Chrono Representation for Enhancing Generalization in Reinforcement Learning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6607
Finding good policies in average-reward Markov Decision Processes without prior knowledge
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4510
Elliptical Attention
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4509
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
Efficient Streaming Algorithms for Graphlet Sampling
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Bayesian Online Natural Gradient (BONG)
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Learning Equilibria in Adversarial Team Markov Games: A Nonconvex-Hidden-Concave Min-Max Optimization Problem
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
Temporal-Difference Learning Using Distributed Error Signals
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
CLIPAway: Harmonizing focused embeddings for removing objects via diffusion models
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
Scalable DP-SGD: Shuffling vs. Poisson Subsampling
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
Efficient Centroid-Linkage Clustering
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
MeMo: Meaningful, Modular Controllers via Noise Injection
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4502
Active, anytime-valid risk controlling prediction sets
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
Retrieval & Fine-Tuning for In-Context Tabular Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6503
Sample-Efficient Constrained Reinforcement Learning with General Parameterization
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4401
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
CIFD: Controlled Information Flow to Enhance Knowledge Distillation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5008
Causal vs. Anticausal merging of predictors
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3002
Limits of Transformer Language Models on Learning to Compose Algorithms
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Optimization Can Learn Johnson Lindenstrauss Embeddings
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4901
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4800
On the Necessity of Collaboration for Online Model Selection with Decentralized Data
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4802
MoVA: Adapting Mixture of Vision Experts to Multimodal Context
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
YOLOv10: Real-Time End-to-End Object Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
Moving Off-the-Grid: Scene-Grounded Video Representations
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Fight Back Against Jailbreaking via Prompt Adversarial Tuning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Learning Cooperative Trajectory Representations for Motion Forecasting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
SPEAR: Exact Gradient Inversion of Batches in Federated Learning
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
Quadratic Quantum Variational Monte Carlo
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
RMLR: Extending Multinomial Logistic Regression into General Geometries
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
LocCa: Visual Pretraining with Location-aware Captioners
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7100
Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7101
Amortizing intractable inference in diffusion models for vision, language, and control
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7103
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
A scalable generative model for dynamical system reconstruction from neuroimaging data
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Who's asking? User personas and the mechanics of latent misalignment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
Exploring DCN-like architecture for fast image generation with arbitrary resolution
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4810
LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Oja's Algorithm for Streaming Sparse PCA
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Depth Anything V2
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4304
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7105
Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
VisMin: Visual Minimal-Change Understanding
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
Few-Shot Task Learning through Inverse Generative Modeling
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4705
Cell ontology guided transcriptome foundation model
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
Evaluating the World Model Implicit in a Generative Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
SpeedLoader: An I/O efficient scheme for heterogeneous and distributed LLM operation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
Prospective Learning: Learning for a Dynamic Future
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
Invariant subspaces and PCA in nearly matrix multiplication time
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7010
SGLang: Efficient Execution of Structured Language Model Programs
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Randomized Truthful Auctions with Learning Agents
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Parameter-free Clipped Gradient Descent Meets Polyak
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Online Adaptation of Language Models with a Memory of Amortized Contexts
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
LIVE: Learnable In-Context Vector for Visual Question Answering
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
Grasp as You Say: Language-guided Dexterous Grasp Generation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1710
DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4609
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks?
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Learning 1D Causal Visual Representation with De-focus Attention Networks
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1009
Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1010
Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3704
Neural Embeddings Rank: Aligning 3D latent dynamics with movements
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
Humanoid Locomotion as Next Token Prediction
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Sample Selection via Contrastive Fragmentation for Noisy Label Regression
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4610
Approaching Human-Level Forecasting with Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4511
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4508
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
UniMTS: Unified Pre-training for Motion Time Series
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Contextual Decision-Making with Knapsacks Beyond the Worst Case
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
Transformers need glasses! Information over-squashing in language tasks
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
Optimal Scalarizations for Sublinear Hypervolume Regret
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4503
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Transfer Learning for Diffusion Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Imitating Language via Scalable Inverse Reinforcement Learning
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
Toxicity Detection for Free
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Allegator: Alleviating Attention Bias for Visual-Informed Text Generation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4501
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Stylus: Automatic Adapter Selection for Diffusion Models
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2706
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7003
Score-Optimal Diffusion Schedules
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1102
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
Bridge the Modality and Capability Gaps in Vision-Language Model Selection
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4500
Multiclass Transductive Online Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
SAMPa: Sharpness-aware Minimization Parallelized
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7007
Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
MiSO: Optimizing brain stimulation to create neural activity states
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
The Power of Hard Attention Transformers on Data Sequences: A formal language theoretic perspective
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
When is Multicalibration Post-Processing Necessary?
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
Language Model as Visual Explainer
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4400
GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
Data-Efficient Learning with Neural Programs
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
STONE: A Submodular Optimization Framework for Active 3D Object Detection
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
What does guidance do? A fine-grained analysis in a simple setting
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7005
Optimal Batched Best Arm Identification
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6605
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4604
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
Self-Guided Masked Autoencoder
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Online Posterior Sampling with a Diffusion Prior
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
Inexact Augmented Lagrangian Methods for Conic Optimization: Quadratic Growth and Linear Convergence
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Optimal Hypothesis Selection in (Almost) Linear Time
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
On the Surprising Effectiveness of Attention Transfer for Vision Transformers
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2306
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
Revisiting Differentially Private ReLU Regression
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4700
Embedding-Aligned Language Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7002
DarkSAM: Fooling Segment Anything Model to Segment Nothing
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
Learning Mixtures of Unknown Causal Interventions
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7108
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
Fair Allocation in Dynamic Mechanism Design
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4708
Instruction-Guided Visual Masking
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
Preference Learning Algorithms Do Not Learn Preference Rankings
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4711
Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7107
Easy Regional Contrastive Learning of Expressive Fashion Representations
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
Poisson Variational Autoencoder
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5609
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2804
MambaLRP: Explaining Selective State Space Sequence Models
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7202
From Chaos to Clarity: 3DGS in the Dark
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
Nonlinear dynamics of localization in neural receptive fields
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
A Label is Worth A Thousand Images in Dataset Distillation
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
Zipfian Whitening
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
Smoothie: Label Free Language Model Routing
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3909
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4805
Continual learning with the neural tangent ensemble
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Universal Sample Coding
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4210
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
FIFO-Diffusion: Generating Infinite Videos from Text without Training
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Is Programming by Example solved by LLMs?
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4903
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7109
Robust Sparse Regression with Non-Isotropic Designs
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
The Sample Complexity of Gradient Descent in Stochastic Convex Optimization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
Safety through feedback in Constrained RL
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
Alignment for Honesty
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4507
Length Optimization in Conformal Prediction
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
Selective Attention: Enhancing Transformer through Principled Context Control
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Fetch and Forge: Efficient Dataset Condensation for Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4505
Learning Identifiable Factorized Causal Representations of Cellular Responses
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Information-theoretic Limits of Online Classification with Noisy Labels
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OpenReview]
Creative AI
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Ballroom C None
Creative AI Session 6
Poster Session
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C None
Poster Session 4 East
Poster Session
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D None
Poster Session 4 West
Affinity Workshop
Thu Dec 12 07:30 PM -- 09:30 PM (PST) @ East Meeting Room 16 None
Bridging the Future