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upvoted a paper about 24 hours ago

TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL

Paper • 2606.01599 • Published 3 days ago • 17

upvoted a paper about 2 months ago

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

Paper • 2604.06628 • Published Apr 8 • 326

upvoted a paper 2 months ago

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published Dec 17, 2025 • 22

upvoted a paper 4 months ago

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

Paper • 2602.10388 • Published Feb 11 • 245

upvoted a paper over 1 year ago

Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

Paper • 2502.14044 • Published Feb 19, 2025 • 8