V-Bridge: Bridging Video Generative Priors to Versatile Few-shot Image Restoration
Paper • 2603.13089 • Published • 13
qingyang zhang
qingyangzhang
AI & ML interests
LLM Reasoning
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papers 10 months ago
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
Paper • 2506.01939 • Published • 190
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Paper • 2505.24864 • Published • 146
Sherlock: Self-Correcting Reasoning in Vision-Language Models
Paper • 2505.22651 • Published • 48
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
Paper • 2505.22617 • Published • 132
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
Paper • 2505.15134 • Published • 7
Learning to Reason without External Rewards
Paper • 2505.19590 • Published • 30
SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization
Paper • 2505.12346 • Published • 19
upvoted an article 10 months ago
Article
Train Reasoning Models without External Supervision
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