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upvoted 10 papers 23 days ago

Knowledge Homophily in Large Language Models

Paper • 2509.23773 • Published 26 days ago • 3

TTT3R: 3D Reconstruction as Test-Time Training

Paper • 2509.26645 • Published 24 days ago • 14

Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective

Paper • 2509.22613 • Published 28 days ago • 9

OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!

Paper • 2509.26495 • Published 24 days ago • 10

DA^2: Depth Anything in Any Direction

Paper • 2509.26618 • Published 24 days ago • 25

Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention

Paper • 2509.23610 • Published 26 days ago • 13

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications

Paper • 2509.26490 • Published 24 days ago • 19

Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners

Paper • 2509.26226 • Published 24 days ago • 31

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training

Paper • 2509.25758 • Published 24 days ago • 21

Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning

Paper • 2509.23873 • Published 26 days ago • 66