diff-usion/Awesome-Diffusion-Models resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

12363 stars · 1010 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated awesome-list collecting papers, tutorials, videos, and notebooks about diffusion models and score-based generative models. It organizes research across vision, audio, NLP, time series, graphs, and theory.

Use cases

• find papers on diffusion models
• learn how diffusion models work
• get started with score-based generative models
• survey diffusion model applications in medical imaging
• find tutorials and notebooks on denoising diffusion
• research text-to-speech with diffusion models

When to choose

• you need a curated reading list on diffusion and score-based generative models
• you are surveying the research landscape before starting a project
• you want introductory tutorials, videos, and annotated implementations

When to avoid

• you need runnable diffusion model code or a library rather than links
• you want production tooling for training or inference
• you need non-diffusion generative model resources like GANs or VAEs

Facets

learning-resource · maturity active

machine-learning deep-learning documentation artificial-intelligence machine-learning deep-learning image-processing tutorials awesome-lists awesome-list diffusion-models generative-models score-based-models papers curated-resources natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="diff-usion/Awesome-Diffusion-Models")