Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning
Paper
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2505.15966
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Published
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48
Vision Reasoning
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GRIT: Teaching MLLMs to Think with Images
Paper • 2505.15879 • Published • 12 -
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
Paper • 2505.16854 • Published • 11 -
VLM-R^3: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
Paper • 2505.16192 • Published • 7 -
Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
Paper • 2505.20256 • Published • 16 -
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning
Paper • 2505.18291 • Published • 2