VideoJev: System One Model for Video Understanding and Interaction Paper • 2610.18615 • Published 4 days ago • 348
Less from More: Reinforcing Sparse Video Reasoning from Dense References Paper • 2610.10893 • Published 10 days ago • 10
When Do Biological Reasoning Models Use Their Biological Inputs? Paper • 2610.00898 • Published 16 days ago • 13
SuperNav: An Agentic Navigation System for Any Task in Any Scene Paper • 2610.12126 • Published 9 days ago • 87
CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers? Paper • 2610.07557 • Published 11 days ago • 76
DuoMatching: Joint-Marginal Distribution Matching for Few-Step Video Generation Paper • 2610.03543 • Published 15 days ago • 102
Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment Paper • 2609.38972 • Published 17 days ago • 29
HLA: Expressive Hybrid Linear Attention via Chunk-Wise Dynamic Mixing Paper • 2610.05842 • Published 12 days ago • 13
LoGRA: Scaling LLM Reinforcement Learning with Low-Rank Gradient Sketches Paper • 2610.06647 • Published 12 days ago • 152
Equal Ranking Quality, Different Decisions: Measuring and Reducing Order Dependence in LLM Scorers Paper • 2608.26762 • Published 21 days ago • 24
MotorMind: Scaffolding General Vision Language Models for Zero-Shot Robot Manipulation Paper • 2609.38078 • Published 18 days ago • 112
X-Tree: Tokenizing Reusable Experience for Efficient Agent Generalization Paper • 2609.32993 • Published 21 days ago • 80
ANTMAN: Adaptive Need Tracking for Multi-Agent Navigation in Large Information Spaces Paper • 2609.33326 • Published 20 days ago • 37
SAKI: Maximal-Coupling-Routed Teacher Supervision for On-Policy Distillation Paper • 2609.36601 • Published 18 days ago • 95
When Does Dense Retrieval Need Asymmetric Geometry? A Bias-Variance Theory of Shared and Dual Projections Paper • 2609.32488 • Published 21 days ago • 27
Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies Paper • 2609.38155 • Published 18 days ago • 116
Think Before You Score: Thinking Reward Model for Visual Generation Paper • 2609.37372 • Published 18 days ago • 104