Imagination Helps Visual Reasoning, But Not Yet in Latent Space Paper • 2602.22766 • Published 2 days ago • 34
Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance Paper • 2601.14171 • Published Jan 20 • 50
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published Oct 9, 2025 • 109
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning Paper • 2505.24298 • Published May 30, 2025 • 28
Chain-of-Focus: Adaptive Visual Search and Zooming for Multimodal Reasoning via RL Paper • 2505.15436 • Published May 21, 2025 • 2
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning Paper • 2505.14362 • Published May 20, 2025 • 4
DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding Paper • 2503.12797 • Published Mar 17, 2025 • 32
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models Paper • 2501.05767 • Published Jan 10, 2025 • 29