GEMS: Agent-Native Multimodal Generation with Memory and Skills Paper • 2603.28088 • Published 3 days ago • 69
VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward Paper • 2603.26599 • Published 6 days ago • 45
TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics Paper • 2602.19313 • Published Feb 22 • 25
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning Paper • 2602.11748 • Published Feb 12 • 35
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published Feb 10 • 59
Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations Paper • 2602.05885 • Published Feb 5 • 28
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published Jan 26 • 48
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published Dec 30, 2025 • 52
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning Paper • 2511.20549 • Published Nov 25, 2025 • 27
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models Paper • 2511.13704 • Published Nov 17, 2025 • 44
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 242
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Paper • 2510.27492 • Published Oct 30, 2025 • 87
Spotlight on Token Perception for Multimodal Reinforcement Learning Paper • 2510.09285 • Published Oct 10, 2025 • 37
Diversity-Incentivized Exploration for Versatile Reasoning Paper • 2509.26209 • Published Sep 30, 2025 • 17
Native Hybrid Attention for Efficient Sequence Modeling Paper • 2510.07019 • Published Oct 8, 2025 • 17
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration Paper • 2509.14760 • Published Sep 18, 2025 • 53