Notes on Diffusion Models

前言

总结Diffusion相关论文与资源。Worth-reading papers and related awesome resources on diffusion models.

• Theory & Algorithms

  • Basic algorithms & Foundations

A. Theory & Algorithms

A.1. Basic algorithms & Foundations

1. Deep Unsupervised Learning using Nonequilibrium Thermodynamics, ICML 2015
   Jascha Sohl-Dickstein, Eric Weiss, Niru Maheswaranathan, Surya Ganguli, 2015.03 [[ICML pdf]](http://proceedings.mlr.press/v37/sohl-dickstein15.pdf) [[arXiv pdf]](https://arxiv.org/pdf/1503.03585.pdf) [[Project]](https://github.com/Sohl-Dickstein/Diffusion-Probabilistic-Models)