Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement Paper • 2605.14368 • Published 8 days ago • 13
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation Paper • 2605.11739 • Published 9 days ago • 54
MolmoAct2: Action Reasoning Models for Real-world Deployment Paper • 2605.02881 • Published 18 days ago • 332
SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks Paper • 2604.20087 • Published 30 days ago • 15
Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach Paper • 2604.11547 • Published Apr 13 • 5
FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling Paper • 2604.06916 • Published Apr 8 • 34
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 503
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 325
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published Apr 6 • 203
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 629