L06 : Unsupervised Deep Learning: Generative Adversarial Networks, Variational Autoencoders

Lecture Goals

  • Meaning of generative modeling
  • The intuition behind generative adversarial networks (GANs)
  • What are variational autoencoders (VAEs) and where can they be used?
  • Differences between GANs and VAEs