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upvoted 2 papers about 1 month ago

Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning

Paper • 2511.20549 • Published Nov 25, 2025 • 25

iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation

Paper • 2511.20635 • Published Nov 25, 2025 • 32

upvoted 2 papers about 2 months ago

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 134

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Paper • 2511.04570 • Published Nov 6, 2025 • 211

upvoted a paper 2 months ago

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning

Paper • 2510.27492 • Published Oct 30, 2025 • 82

upvoted 5 papers 3 months ago

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11, 2025 • 80

Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents

Paper • 2509.26354 • Published Sep 30, 2025 • 17

Diversity-Incentivized Exploration for Versatile Reasoning

Paper • 2509.26209 • Published Sep 30, 2025 • 16

Native Hybrid Attention for Efficient Sequence Modeling

Paper • 2510.07019 • Published Oct 8, 2025 • 16

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 80

upvoted 2 papers 4 months ago

Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration

Paper • 2509.14760 • Published Sep 18, 2025 • 53

WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents

Paper • 2509.06501 • Published Sep 8, 2025 • 79

upvoted 2 papers 5 months ago

Speed Always Wins: A Survey on Efficient Architectures for Large Language Models

Paper • 2508.09834 • Published Aug 13, 2025 • 53

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models

Paper • 2507.15375 • Published Jul 21, 2025 • 30

upvoted a paper 6 months ago

IntFold: A Controllable Foundation Model for General and Specialized Biomolecular Structure Prediction

Paper • 2507.02025 • Published Jul 2, 2025 • 35

upvoted 3 papers 7 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 131

CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models

Paper • 2505.12504 • Published May 18, 2025 • 24

MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision

Paper • 2505.13427 • Published May 19, 2025 • 26

upvoted a paper 9 months ago

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21, 2025 • 88