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Break
Fri Dec 13 07:30 AM -- 08:30 AM (PST) None
Coffee Break
Registration Desk
Fri Dec 13 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Invited Talk
Fri Dec 13 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C, B3 None
Learning for Interaction and Interaction for Learning
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 118-120 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 14 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 13 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Lobby Foyer (Level 2) None
Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Lobby Foyer None
Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 17 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Quiet Streaming Hangout
Break
Fri Dec 13 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 5D: Machine Learning and Science
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 5B: Graph Neural Networks, Causal Inference
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Oral Session 5A: Graph Neural Networks
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Oral Session 5B: Graph Neural Networks, Causal Inference
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Oral Session 5D: Machine Learning and Science
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Oral Session 5C: Machine Vision
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
Convolutional Differentiable Logic Gate Networks
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OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
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OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
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OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
Do Finetti: On Causal Effects for Exchangeable Data
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Learning Formal Mathematics From Intrinsic Motivation
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Scale Equivariant Graph Metanetworks
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
Non-convolutional graph neural networks.
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Nonparametric Evaluation of Noisy ICA Solutions
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Efficient Prompt Optimization Through the Lens of Best Arm Identification
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
User-Creator Feature Polarization in Recommender Systems with Dual Influence
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
Training Compute-Optimal Protein Language Models
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
UQ-Guided Hyperparameter Optimization for Iterative Learners
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Convergence of $\text{log}(1/\epsilon)$ for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Continuous Partitioning for Graph-Based Semi-Supervised Learning
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Towards Scalable and Stable Parallelization of Nonlinear RNNs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
Understanding the Gains from Repeated Self-Distillation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
ReFT: Representation Finetuning for Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Exploring Token Pruning in Vision State Space Models
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Using Noise to Infer Aspects of Simplicity Without Learning
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
Accelerating Transformers with Spectrum-Preserving Token Merging
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Unsupervised Discovery of Formulas for Mathematical Constants
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Pessimistic Backward Policy for GFlowNets
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Proportional Fairness in Clustering: A Social Choice Perspective
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5304
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
SETBENCH: Assessing the Analytical and Semantic Robustness of Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
Grid4D: 4D Decomposed Hash Encoding for High-fidelity Dynamic Gaussian Splatting
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Search for Efficient Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5305
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Phased Consistency Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Localized Zeroth-Order Prompt Optimization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
PTQ4DiT: Post-training Quantization for Diffusion Transformers
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Images that Sound: Composing Images and Sounds on a Single Canvas
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
How Diffusion Models Learn to Factorize and Compose
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Diffusion Twigs with Loop Guidance for Conditional Graph Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
ClevrSkills: Compositional Language And Visual Understanding in Robotics
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Identifiability Analysis of Linear ODE Systems with Hidden Confounders
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
Reinforcement Learning Guided Semi-Supervised Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
Practical Bayesian Algorithm Execution via Posterior Sampling
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1010
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
Learning to Understand: Identifying Interactions via the Möbius Transform
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction
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Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5100
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
Can We Leave Deepfake Data Behind in Training Deepfake Detector?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
SEL-BALD: Deep Bayesian Active Learning for Selective Labeling with Instance Rejection
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
Towards Editing Time Series
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
Navigating the Effect of Parametrization for Dimensionality Reduction
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
If You Want to Be Robust, Be Wary of Initialization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
Label Delay in Online Continual Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
On the Scalability of GNNs for Molecular Graphs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Multi-Label Open Set Recognition
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Hardness of Learning Neural Networks under the Manifold Hypothesis
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Unelicitable Backdoors via Cryptographic Transformer Circuits
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
A Simple yet Universal Framework for Depth Completion
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Detecting and Measuring Confounding Using Causal Mechanism Shifts
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Optical Diffusion Models for Image Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Parseval Regularization for Continual Reinforcement Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Active Set Ordering
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
Symmetric Linear Bandits with Hidden Symmetry
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Globally Convergent Variational Inference
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
Improving Context-Aware Preference Modeling for Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
When are dynamical systems learned from time series data statistically accurate?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
SeafloorGenAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
Seshat Global History Databank Text Dataset and Benchmark of Large Language Models' History Knowledge
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
Building Timeseries Dataset: Empowering Large-Scale Building Analytics
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Compact Language Models via Pruning and Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Conditional Distribution Calibration in Survival Prediction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Trajectory Flow Matching with Applications to Clinical Time Series Modelling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1011
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Is Your HD Map Constructor Reliable under Sensor Corruptions?
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Unified Guidance for Geometry-Conditioned Molecular Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Mind the Graph When Balancing Data for Fairness or Robustness
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5309
$\texttt{dopanim}$: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Evaluate calibration of language models with folktexts
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
Deep Bayesian Active Learning for Preference Modeling in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Listenable Maps for Zero-Shot Audio Classifiers
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
IaC-Eval: A code generation benchmark for Infrastructure-as-Code programs
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5201
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
Multi-modal Situated Reasoning in 3D Scenes
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes
[
Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
DF40: Toward Next-Generation Deepfake Detection
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
GTA: A Benchmark for General Tool Agents
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
Vocal Call Locator Benchmark (VCL'24) for localizing rodent vocalizations from multi-channel audio
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Noise Contrastive Alignment of Language Models with Explicit Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5108
Beyond Aesthetics: Cultural Competence in Text-to-Image Models
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Slot-VLM: Object-Event Slots for Video-Language Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
Exclusively Penalized Q-learning for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
Learning to compute Gröbner bases
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
The Implicit Bias of Adam on Separable Data
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
StackEval: Benchmarking LLMs in Coding Assistance
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Conditional Outcome Equivalence: A Quantile Alternative to CATE
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
ShopBench: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
The iNaturalist Sounds Dataset
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
Fit for our purpose, not yours: Benchmark for a low-resource, Indigenous language
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Label Noise: Ignorance Is Bliss
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
GenAI Arena: An Open Evaluation Platform for Generative Models
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Neural Conditional Probability for Uncertainty Quantification
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Amortized Bayesian Experimental Design for Decision-Making
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Noether's Razor: Learning Conserved Quantities
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Binarized Diffusion Model for Image Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Interpreting Learned Feedback Patterns in Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
On the Ability of Developers' Training Data Preservation of Learnware
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Incentivizing Quality Text Generation via Statistical Contracts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
Bayesian Optimization of Functions over Node Subsets in Graphs
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Revisiting the Integration of Convolution and Attention for Vision Backbone
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
SyncVIS: Synchronized Video Instance Segmentation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
An Image is Worth 32 Tokens for Reconstruction and Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
CultureLLM: Incorporating Cultural Differences into Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Loki: Low-rank Keys for Efficient Sparse Attention
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
Learning from Highly Sparse Spatio-temporal Data
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Activating Self-Attention for Multi-Scene Absolute Pose Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
Tighter Convergence Bounds for Shuffled SGD via Primal-Dual Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Differentially Private Equivalence Testing for Continuous Distributions and Applications
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
N-agent Ad Hoc Teamwork
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Task-Agnostic Machine-Learning-Assisted Inference
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
On Causal Discovery in the Presence of Deterministic Relations
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
Infinite Limits of Multi-head Transformer Dynamics
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Visual Fourier Prompt Tuning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
Gradient-free Decoder Inversion in Latent Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
A hierarchical decomposition for explaining ML performance discrepancies
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
Autonomous Agents for Collaborative Task under Information Asymmetry
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Latent Functional Maps: a spectral framework for representation alignment
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Optimal Flow Matching: Learning Straight Trajectories in Just One Step
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
General Detection-based Text Line Recognition
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Query-Based Adversarial Prompt Generation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
Fixed Confidence Best Arm Identification in the Bayesian Setting
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Action Imitation in Common Action Space for Customized Action Image Synthesis
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
Adaptive Domain Learning for Cross-domain Image Denoising
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
Private Online Learning via Lazy Algorithms
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
Graph Neural Networks Need Cluster-Normalize-Activate Modules
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Expected Probabilistic Hierarchies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Online Consistency of the Nearest Neighbor Rule
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
Generalization Analysis for Label-Specific Representation Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Nature-Inspired Local Propagation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Domain Adaptation for Large-Vocabulary Object Detectors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
FUSE: Fast Unified Simulation and Estimation for PDEs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
PACE: marrying the generalization of PArameter-efficient fine-tuning with Consistency rEgularization
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
OnlineTAS: An Online Baseline for Temporal Action Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
The Fairness-Quality Tradeoff in Clustering
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
MatrixNet: Learning over symmetry groups using learned group representations
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Strategic Linear Contextual Bandits
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
Debiasing Synthetic Data Generated by Deep Generative Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
On Feature Learning in Structured State Space Models
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
OPUS: Occupancy Prediction Using a Sparse Set
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Generalizable Implicit Motion Modeling for Video Frame Interpolation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Unity by Diversity: Improved Representation Learning for Multimodal VAEs
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Interactive Deep Clustering via Value Mining
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Polyhedral Complex Derivation from Piecewise Trilinear Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
fMRI predictors based on language models of increasing complexity recover brain left lateralization
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Query-Efficient Correlation Clustering with Noisy Oracle
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
Provable and Efficient Dataset Distillation for Kernel Ridge Regression
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Universal Neural Functionals
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
Cross-modal Representation Flattening for Multi-modal Domain Generalization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Faster Repeated Evasion Attacks in Tree Ensembles
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
Distribution-Aware Data Expansion with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Collaborative Refining for Learning from Inaccurate Labels
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Sample-efficient Bayesian Optimisation Using Known Invariances
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Slides]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
Hybrid Mamba for Few-Shot Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
The surprising efficiency of temporal difference learning for rare event prediction
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
On Sampling Strategies for Spectral Model Sharding
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Mutual Information Estimation via $f$-Divergence and Data Derangements
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
Active preference learning for ordering items in- and out-of-sample
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
A Theoretical Understanding of Self-Correction through In-context Alignment
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Observational Scaling Laws and the Predictability of Langauge Model Performance
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
AID: Attention Interpolation of Text-to-Image Diffusion
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Diffusion for World Modeling: Visual Details Matter in Atari
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
Deep Submodular Peripteral Networks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
Analysis of Corrected Graph Convolutions
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
Renovating Names in Open-Vocabulary Segmentation Benchmarks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
Scaling Sign Language Translation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Nearly Minimax Optimal Submodular Maximization with Bandit Feedback
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Truthfulness of Calibration Measures
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Do LLMs Build World Representations? Probing Through the Lens of State Abstraction
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Symmetry-Informed Governing Equation Discovery
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Contrastive dimension reduction: when and how?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Fair Online Bilateral Trade
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Omnigrasp: Simulated Humanoid Grasping on Diverse Objects
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Discrete Flow Matching
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
Where Do Large Learning Rates Lead Us?
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Achievable distributional robustness when the robust risk is only partially identified
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
The Power of Extrapolation in Federated Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
A Critical Evaluation of AI Feedback for Aligning Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
Efficient multi-prompt evaluation of LLMs
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Newton Informed Neural Operator for Computing Multiple Solutions of Nonlinear Partials Differential Equations
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Understanding and Improving Training-free Loss-based Diffusion Guidance
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
ACFun: Abstract-Concrete Fusion Facial Stylization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Spatio-Spectral Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
Diffusion Spectral Representation for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Minimum Entropy Coupling with Bottleneck
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Self-Guiding Exploration for Combinatorial Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Vector Quantization Prompting for Continual Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1009
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Online Learning with Sublinear Best-Action Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
A Bayesian Approach to Data Point Selection
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
Optimization Algorithm Design via Electric Circuits
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Scale Equivariant Graph Metanetworks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Flipping-based Policy for Chance-Constrained Markov Decision Processes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
The Power of Resets in Online Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Uncovering the Redundancy in Graph Self-supervised Learning Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
Learning with Fitzpatrick Losses
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
Fisher Flow Matching for Generative Modeling over Discrete Data
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
Unconditional stability of a recurrent neural circuit implementing divisive normalization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
On the Efficiency of ERM in Feature Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
On the Adversarial Robustness of Benjamini Hochberg
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Private Attribute Inference from Images with Vision-Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Gradient-based Discrete Sampling with Automatic Cyclical Scheduling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Regularized Q-Learning
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Do Finetti: On Causal Effects for Exchangeable Data
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
HEMM: Holistic Evaluation of Multimodal Foundation Models
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Image2Struct: A Benchmark for Evaluating Vision-Language Models in Extracting Structured Information from Images
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
CoLLaM: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Boundary Matters: A Bi-Level Active Finetuning Method
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Transfer Learning with Informative Priors: Simple Baselines Better than Previously Reported
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Understanding Emergent Abilities of Language Models from the Loss Perspective
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
How Does Variance Shape the Regret in Contextual Bandits?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Bridging semantics and pragmatics in information-theoretic emergent communication
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Wide Two-Layer Networks can Learn from Adversarial Perturbations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
Multiview Scene Graph
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
FINALLY: fast and universal speech enhancement with studio-like quality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Grounding Multimodal Large Language Models in Actions
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Exploring Context Window of Large Language Models via Decomposed Positional Vectors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
SnapKV: LLM Knows What You are Looking for Before Generation
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
BMRS: Bayesian Model Reduction for Structured Pruning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
MKGL: Mastery of a Three-Word Language
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
Transition Constrained Bayesian Optimization via Markov Decision Processes
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
DeiSAM: Segment Anything with Deictic Prompting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Understanding Transformers via N-Gram Statistics
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
MambaTree: Tree Topology is All You Need in State Space Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
Robust group and simultaneous inferences for high-dimensional single index model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Effective Exploration Based on the Structural Information Principles
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Dense Associative Memory Through the Lens of Random Features
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
Private and Personalized Frequency Estimation in a Federated Setting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Optimal Algorithms for Learning Partitions with Faulty Oracles
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Large Spatial Model: End-to-end Unposed Images to Semantic 3D
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Efficient LLM Scheduling by Learning to Rank
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
TSDS: Data Selection for Task-Specific Model Finetuning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Improving Subgroup Robustness via Data Selection
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Skinned Motion Retargeting with Dense Geometric Interaction Perception
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Neural Persistence Dynamics
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
Vision-Language Models are Strong Noisy Label Detectors
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
Generalizing CNNs to graphs with learnable neighborhood quantization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
Learning Truncated Causal History Model for Video Restoration
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
Is Multiple Object Tracking a Matter of Specialization?
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Voila-A: Aligning Vision-Language Models with User's Gaze Attention
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
On the Limitations of Fractal Dimension as a Measure of Generalization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
Harnessing small projectors and multiple views for efficient vision pretraining
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module
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Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
PhyRecon: Physically Plausible Neural Scene Reconstruction
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Group Robust Preference Optimization in Reward-free RLHF
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Leveraging Separated World Model for Exploration in Visually Distracted Environments
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Understanding Visual Feature Reliance through the Lens of Complexity
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Scalable Kernel Inverse Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
DiffPhyCon: A Generative Approach to Control Complex Physical Systems
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
FedAvP: Augment Local Data via Shared Policy in Federated Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
Visual Pinwheel Center Act as Geometric Saliency Detector
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Combining Observational Data and Language for Species Range Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Classification Done Right for Vision-Language Pre-Training
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Generalized Linear Bandits with Limited Adaptivity
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
HonestLLM: Toward an Honest and Helpful Large Language Model
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
Multistep Distillation of Diffusion Models via Moment Matching
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
4-bit Shampoo for Memory-Efficient Network Training
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
ConStat: Performance-Based Contamination Detection in Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Context and Geometry Aware Voxel Transformer for Semantic Scene Completion
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does PDE order affect the convergence of PINNs?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
Invisible Image Watermarks Are Provably Removable Using Generative AI
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Robust Gaussian Processes via Relevance Pursuit
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Convolutional Differentiable Logic Gate Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Towards Multi-dimensional Explanation Alignment for Medical Classification
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
Theoretical Analysis of Weak-to-Strong Generalization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Learning via Surrogate PAC-Bayes
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Building a stable classifier with the inflated argmax
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
Robust Offline Active Learning on Graphs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Hierarchical Programmatic Option Framework
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
Clustering in Causal Attention Masking
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
Almost Surely Asymptotically Constant Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Linear Causal Bandits: Unknown Graph and Soft Interventions
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
Finding Transformer Circuits With Edge Pruning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Pricing and Competition for Generative AI
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Testably Learning Polynomial Threshold Functions
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
Deep Support Vectors
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
Topological obstruction to the training of shallow ReLU neural networks
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
PrivCirNet: Efficient Private Inference via Block Circulant Transformation
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Post-Hoc Reversal: Are We Selecting Models Prematurely?
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Accelerating Augmentation Invariance Pretraining
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
High-probability complexity bounds for stochastic non-convex minimax optimization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
Learning Elastic Costs to Shape Monge Displacements
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
Robust Reinforcement Learning from Corrupted Human Feedback
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
UniIF: Unified Molecule Inverse Folding
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Retrieval-Augmented Diffusion Models for Time Series Forecasting
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Image-aware Evaluation of Generated Medical Reports
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
Fully Explicit Dynamic Gaussian Splatting
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Causal Effect Identification in a Sub-Population with Latent Variables
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
Tell What You Hear From What You See - Video to Audio Generation Through Text
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Improved Sample Complexity for Multiclass PAC Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
How many classifiers do we need?
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Understanding and Minimising Outlier Features in Transformer Training
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
SparseLLM: Towards Global Pruning of Pre-trained Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Measuring Per-Unit Interpretability at Scale Without Humans
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
Particle Semi-Implicit Variational Inference
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
SuperDeepFool: a new fast and accurate minimal adversarial attack
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
Most Influential Subset Selection: Challenges, Promises, and Beyond
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Parametric model reduction of mean-field and stochastic systems via higher-order action matching
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists