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Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
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OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Human Expertise in Algorithmic Prediction
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OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
The Road Less Scheduled
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OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
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OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
Learning diffusion at lightspeed
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OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
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OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Optimal Parallelization of Boosting
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OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
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OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
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OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
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OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
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OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
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OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
RL-GPT: Integrating Reinforcement Learning and Code-as-policy
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OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
Enhancing Preference-based Linear Bandits via Human Response Time
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OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
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OpenReview]
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
Statistical Efficiency of Distributional Temporal Difference Learning
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OpenReview]
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
The Sample-Communication Complexity Trade-off in Federated Q-Learning
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OpenReview]
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
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OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
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OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
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OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Not All Tokens Are What You Need for Pretraining
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OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
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OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
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OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
LLM Evaluators Recognize and Favor Their Own Generations
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OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
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OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
Return of Unconditional Generation: A Self-supervised Representation Generation Method
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Questioning the Survey Responses of Large Language Models
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
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OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
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OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
DevBench: A multimodal developmental benchmark for language learning
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
DenoiseRep: Denoising Model for Representation Learning
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OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
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OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
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OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
Stylus: Automatic Adapter Selection for Diffusion Models
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OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
Improved Distribution Matching Distillation for Fast Image Synthesis
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OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
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OpenReview]
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
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OpenReview]
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Guiding a Diffusion Model with a Bad Version of Itself
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OpenReview]
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages
Oral
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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Slides]
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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 -- 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 10:20 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 Meeting Room 211-214 None
Do Finetti: On Causal Effects for Exchangeable Data
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OpenReview]
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) @ 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 10:40 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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Slides]
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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 Exhibition Hall C, B3 None
Scale Equivariant Graph Metanetworks
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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 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
Aligner: Efficient Alignment by Learning to Correct
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OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
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Slides]
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OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
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OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
You Only Cache Once: Decoder-Decoder Architectures for Language Models
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Slides]
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OpenReview]
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
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OpenReview]
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
Bayesian-guided Label Mapping for Visual Reprogramming
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OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
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OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Graph Diffusion Transformers for Multi-Conditional Molecular Generation
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OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
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Slides]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
A Taxonomy of Challenges to Curating Fair Datasets