Learn about Diffusion Models and Anomaly Detection

[talafek96]

• Good intro https://huggingface.co/blog/annotated-diffusion
• Model we can use:
  • Paper https://arxiv.org/pdf/2105.05233.pdf
  • Code https://github.com/openai/guided-diffusion
  • Specifically, we want the version which is not “classifier guided”
  • Better to start with the low-resolution version for faster experimentation
  • E.g. “64x64 diffusion”

[talafek96]

AD: Read the article

Diffusion Models:

• Read the blog
• Take a picture, add noise, and find the maximal time step for which you are still able to reconstruct the noised image.

[talafek96]

@EliSchwartz @aarbelle