Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention Paper • 2605.22791 • Published 6 days ago • 26
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published 11 days ago • 89
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Paper • 2605.14678 • Published 8 days ago • 99
ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both Paper • 2605.15198 • Published 13 days ago • 19
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published 14 days ago • 157
δ-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published 15 days ago • 122
UniPool: A Globally Shared Expert Pool for Mixture-of-Experts Paper • 2605.06665 • Published 20 days ago • 11
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs Paper • 2605.00814 • Published 26 days ago • 21
MultiWorld: Scalable Multi-Agent Multi-View Video World Models Paper • 2604.18564 • Published Apr 20 • 46
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 85
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Paper • 2604.18486 • Published Apr 20 • 95
Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents Paper • 2604.06132 • Published Apr 7 • 121
GEMS: Agent-Native Multimodal Generation with Memory and Skills Paper • 2603.28088 • Published Mar 30 • 85
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale Paper • 2603.25040 • Published Mar 26 • 133
XSkill: Continual Learning from Experience and Skills in Multimodal Agents Paper • 2603.12056 • Published Mar 12 • 34
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios Paper • 2602.23166 • Published Feb 26 • 45