multimodal-reasoning-visual-reasoning

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zhaochen0110 / Awesome_Think_With_Images

Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual information for complex reasoning, planning, and generation.

large-vision-language-models multimodal-reasoning-visual-reasoning thinking-with-images survey-awesome-list

Updated Mar 9, 2026

shawn0728 / ARES

Star

[ICLR 2026]🌴 ARES is an open-source framework for adaptive multimodal reasoning, featuring a two-stage pipeline—Adaptive Cold-Start and Entropy-Shaped Policy Optimization—to balance reasoning depth and efficiency.

open-source reinforcement-learning reasoning vlm self-reflection adaptive-design data-efficient multimodal-reasoning multimodal-reasoning-visual-reasoning efficient-length-reward adaptive-reasoning

Updated Feb 3, 2026
Python

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