Lecture 6: Unsupervised Learning and Generative Models

Subspace models, autoencoders, unsupervised loss, generative adversarial nets, domain adaptation.

Video

Supplementary video

Stabilizing GAN training

Slides

Supplementary slides

Lecture Notes

Accompanying notes for this lecture can be found here.