zhaochen0110/Awesome_Think_With_Images resource

Health v2 · maintenance only

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1503 stars · 47 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list repository accompanying a survey paper on 'Thinking with Images' for large vision-language models (LVLMs). It organizes research into three stages of cognitive autonomy: tool-driven visual exploration, programmatic visual manipulation, and intrinsic visual imagination.

Use cases

• find papers on multimodal reasoning with images
• research how LVLMs use visual tools for reasoning
• survey visual reasoning methods for vision-language models
• get started with thinking-with-images research
• find resources on programmatic visual manipulation
• track state-of-the-art in intrinsic visual imagination
• prepare a literature review on multimodal AI reasoning

When to choose

• you need a comprehensive, structured paper list on visual reasoning in LVLMs
• you are starting research on multimodal reasoning and want curated foundations
• you want to follow the three-stage taxonomy of tool use, visual programming, and visual imagination

When to avoid

• you need runnable code or a software library rather than a paper list
• you want a general multimodal AI resource not focused on visual reasoning
• you need production tooling for vision-language model deployment

Facets

learning-resource · maturity active

nlp computer-vision machine-learning artificial-intelligence computer-vision awesome-lists tutorials awesome-list survey-paper multimodal-reasoning vision-language-models research-curation thinking-with-images natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="zhaochen0110/Awesome_Think_With_Images")