wangkai930418/awesome-diffusion-categorized resource

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2224 stars · 102 forks observed · 2026-08-28

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

A curated awesome-list of diffusion model research papers organized by subareas such as image editing, inpainting, inversion, personalization, and visual illusions. It serves as a reference index linking papers to their arXiv entries, project pages, and code repositories.

Use cases

• find papers on diffusion model image editing
• research stable diffusion inpainting techniques
• survey diffusion inversion methods
• keep up with new diffusion model papers by category
• find code implementations for text-guided image editing
• study few-shot personalization of diffusion models

When to choose

• you need a categorized survey of diffusion model research
• you are looking for paper-to-code links across diffusion subareas
• you want to track recent academic work on image editing and generation

When to avoid

• you need runnable software rather than a paper index
• you want production tools or libraries for diffusion inference
• you need tutorials or beginner learning material rather than research papers

Facets

learning-resource · maturity active

machine-learning image-processing nlp deep-learning artificial-intelligence image-processing computer-vision cross-platform awesome-list diffusion-models stable-diffusion papers image-editing inpainting controlnet text-guided-generation

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