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upvoted a paper 15 days ago

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published 18 days ago • 286

upvoted a paper 17 days ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published 19 days ago • 323

upvoted a paper 19 days ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published 28 days ago • 70

upvoted 2 papers 26 days ago

When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning

Paper • 2603.21289 • Published Mar 22 • 35

SEAR: Schema-Based Evaluation and Routing for LLM Gateways

Paper • 2603.26728 • Published Mar 20 • 12

upvoted a paper 27 days ago

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 348

upvoted a paper 28 days ago

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

Paper • 2603.25716 • Published Mar 26 • 156

upvoted 2 papers about 1 month ago

SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing

Paper • 2603.19228 • Published Mar 19 • 68

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published Mar 4 • 210

upvoted 2 papers about 2 months ago

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 194

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 151

upvoted 3 papers 2 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 519

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 210

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 244