Diffusion

Training and understanding diffusion models and EBMs

DDPM

Training a denoising diffusion probabilistic model on CIFAR10

• Murphy, PML2 Ch. 25.1 https://probml.github.io/pml-book/book2.html
• Paper https://arxiv.org/abs/2006.11239
• UNet https://arxiv.org/abs/1505.04597
• PixelCNN++ https://arxiv.org/pdf/1701.05517.pdf

Training details

TODO

Further Steps

Noise Conditional Score Network

• Paper https://arxiv.org/pdf/1907.05600.pdf