Week 10: Deep Generative Models

Contents

Week 10: Deep Generative Models#

Generative modelling in vision: GANs and their improvements, variational autoencoders, and disentanglement.

Lectures#

  1. Deep Generative Models: An Introduction

  2. Generative Adversarial Networks, Part 1

  3. Generative Adversarial Networks, Part 2

  4. GAN Hacks and Improvements

  5. Variational Autoencoders

  6. VAEs and Disentanglement

Contents