Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens (arXiv 2025)
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Aug 2, 2025 - Python
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multimodal-reasoning
Here are 12 public repositories matching this topic...
Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
reinforcement-learning visual-reasoning visual-grounding multimodal-reasoning grounded-reasoning thinking-with-image
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Oct 20, 2025 - Python
A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
reasoning multimodal multimodal-large-language-models multimodal-reasoning reasoning-language-models mllm-reasoning multimodal-reasoning-benchmarks
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Mar 18, 2025
[NeurIPS 2025] Official implementation for the paper "SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning"
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Sep 19, 2025 - Python
Rui Qian, Xin Yin, Dejing Dou†: Reasoning to Attend: Try to Understand How <SEG> Token Works (CVPR 2025)
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Oct 14, 2025 - Python
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models
reinforcement-learning rl image-generation video-understanding r1 image-understanding multimodal-learning cot video-generation o1 video-reasoning large-language-models llm chain-of-thought mllm lvlm multimodal-reasoning image-reasoning
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Oct 21, 2025
WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning
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Jun 10, 2025 - Python
Generative Universal Verifier as Multimodal Meta-Reasoner
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Oct 16, 2025 - Python
🌴 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
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Oct 13, 2025 - Python
A step-by-step reasoning framework for 3D scene understanding
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Oct 21, 2025
Code and dataset for TurtleBench: A Visual Programming Benchmark in Turtle Geometry
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Jan 30, 2025 - Python
Welcome to the 🤖 Generative AI 🤖 Papers Repository! This repository is dedicated to compiling and sharing research papers that are trending ✨/ impactful 💥in the domain of Generative AI. This compilation in part motivated by the course CSE 598: Topics in Generative AI by Dr. Yezhou Yang, Arizona State University.
text-to-image video-generation large-language-models generative-ai multimodal-reasoning generative-ai-in-science-discovery robotics-and-generative-ai ethical-considerations-in-generative-ai future-directions-and-emerging-trends
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Sep 10, 2024
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