Tutorial on diffusion models for imaging and vision
arxiv.org
arxiv.org
I find the explanation in this article very intuitive.
Edit to add: I'm mostly interested in this aspect:
"The target audience of this tutorial includes [those] who are interested in [...] applying these models to solve other problems."
https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThs...
He is building new learning materials under his new company "Eureka Labs":
Sebastian Raschka's book "Build a Large Language Model (From Scratch) just released:
https://www.manning.com/books/build-a-large-language-model-f...
All of these resources are excellent.
Trying to build a protein diffusion model from scratch right now.
The math explainer is quite helpful
It will be more difficult to tell when they are wrong, though - when you cannot verify directly. But it will be a device for people to get acquainted with the math.
If you want to understand diffusion, it's a little difficult to avoid math.