ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published about 1 month ago • 47
Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning Paper • 2510.27606 • Published Oct 31, 2025 • 28
VisCoder2: Building Multi-Language Visualization Coding Agents Paper • 2510.23642 • Published Oct 24, 2025 • 21
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions Paper • 2403.19651 • Published Mar 28, 2024 • 25
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published Oct 9, 2025 • 109
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use Paper • 2509.01055 • Published Sep 1, 2025 • 76
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Paper • 2509.00676 • Published Aug 31, 2025 • 84
Intern-S1: A Scientific Multimodal Foundation Model Paper • 2508.15763 • Published Aug 21, 2025 • 259
CLiFT: Compressive Light-Field Tokens for Compute-Efficient and Adaptive Neural Rendering Paper • 2507.08776 • Published Jul 11, 2025 • 54
BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing Paper • 2506.17450 • Published Jun 20, 2025 • 64
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation Paper • 2506.03930 • Published Jun 4, 2025 • 26
QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design Paper • 2505.16175 • Published May 22, 2025 • 41
Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning Paper • 2505.15966 • Published May 21, 2025 • 53
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20, 2025 • 106
Logical Reasoning in Large Language Models: A Survey Paper • 2502.09100 • Published Feb 13, 2025 • 24
ACECODER: Acing Coder RL via Automated Test-Case Synthesis Paper • 2502.01718 • Published Feb 3, 2025 • 28
Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate Paper • 2501.17703 • Published Jan 29, 2025 • 59