Diffusion models

• https://lilianweng.github.io/posts/2021-07-11-diffusion-models/

Luo2022understanding is a good review of the theory behind the diffusion models.

Stable diffusion on hugging face: https://github.com/huggingface/diffusers/releases/tag/v0.2.3 (Twitter thread)

A Twitter thread: stable diffusion explained and a notebook Grokking stable diffusion

How to get images that don’t suck: a Beginner/Intermediate Guide to Getting Cool Images from Stable Diffusion

Stable diffusion

• Stable Diffusion - What, Why, How?

Biology

• Watson2022broadly - a diffusion model for Protein structure.