LensErase: A Foundation Model for Erase Anything Paper • 2610.18072 • Published 2 days ago • 36
APT: Feedback-Driven Agentic Post-Training for Text-to-Image Generation Paper • 2610.18097 • Published 2 days ago • 17
Running on CPU Upgrade RL Featured 24 RL Environments on Hugging Face 🤗 24 Explore RL environments, browse tasks and run agent rollouts
OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding Paper • 2607.27155 • Published Jul 29 • 13
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources Paper • 2606.29538 • Published Jul 16 • 147
Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning Paper • 2607.12395 • Published Jul 14 • 92
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published Jul 8 • 144
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Paper • 2605.23899 • Published May 22 • 27
Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models Paper • 2605.21573 • Published May 20 • 110
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Paper • 2605.23904 • Published May 22 • 268
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Paper • 2605.12882 • Published May 13 • 65
MMSkills: Towards Multimodal Skills for General Visual Agents Paper • 2605.13527 • Published May 14 • 123
RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents Paper • 2602.02486 • Published Feb 2 • 20
VIDEOP2R: Video Understanding from Perception to Reasoning Paper • 2511.11113 • Published Nov 14, 2025 • 113