LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21, 2025 • 111
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper • 2510.15444 • Published Oct 17, 2025 • 147
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences Paper • 2510.23451 • Published Oct 27, 2025 • 26
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation Paper • 2510.23581 • Published Oct 27, 2025 • 41
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 99
Video-As-Prompt: Unified Semantic Control for Video Generation Paper • 2510.20888 • Published Oct 23, 2025 • 45
A Survey of Reinforcement Learning for Large Reasoning Models Paper • 2509.08827 • Published Sep 10, 2025 • 190
Reverse-Engineered Reasoning for Open-Ended Generation Paper • 2509.06160 • Published Sep 7, 2025 • 150
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Paper • 2509.08755 • Published Sep 10, 2025 • 56
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Paper • 2508.05629 • Published Aug 7, 2025 • 180
Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction Paper • 2505.11254 • Published May 16, 2025 • 48
Step1X-Edit: A Practical Framework for General Image Editing Paper • 2504.17761 • Published Apr 24, 2025 • 92