Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models Paper • 2605.21573 • Published 17 days ago • 108
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation Paper • 2605.27366 • Published 11 days ago • 26
Rethinking Memory as Continuously Evolving Connectivity Paper • 2605.28773 • Published 10 days ago • 34
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Paper • 2605.28774 • Published 10 days ago • 87
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Paper • 2605.23904 • Published 15 days ago • 221
Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories Paper • 2606.03979 • Published 4 days ago • 22
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories Paper • 2606.01311 • Published 6 days ago • 31
Trust-Region Behavior Blending for On-Policy Distillation Paper • 2605.31159 • Published 8 days ago • 64
TAPS: Task Aware Proposal Distributions for Speculative Sampling Paper • 2603.27027 • Published Mar 27 • 144
Reasoning Models Struggle to Control their Chains of Thought Paper • 2603.05706 • Published Mar 5 • 39
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger Paper • 2602.08222 • Published Feb 9 • 290
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published Feb 9 • 266