slides

Videos:

• Russian - lecture, seminar
• English - GAN and VAE

More materials

• Openai blog post on generative models - url
• MUSE: Word translation without parallel data - arxiv, github
• GAN variations: Articles: Original, Energy-Based, Least Squares, Wasserstein, etc.
• Neat blog post on autoencoders and variational autoencoders - url

More videos

• GANs:
  • Russian: Generative adversarial networks, Advanced theory on GANs
  • English: Generative adversarial networks
• Autoencoders & VAE:
  • Russian: autoencoders, [the math of VAE](VAE lecture by D. Vetrov (russian), advanced theory on VAE
  • VAE lecture by Karol Gregor (english)
  • English (alternative): autoencoders (9 short videos):I,II,III,IV,V, VI,VII,VIII,IX.