03/08/19 Intro to Deep Generative Models

This workshop aims at introducing commonly used deep neural networks and their application as deep generative models. We will cover motivating ideas and theory behind various deep generative models such as variational auto-encoder (VAE), generative adversarial network (GAN) and flow-based model. You will learn to implement these models to generate realistic looking images in Tensorflow.