Generative Models

Resources for learning about Generative Models, organized into three sections; Overview, Autoencoders and Generative Adversarial Networks. I update the list on an ongoing basis. See Neural Networks for general resources on deep learning.

Overview

  • OpenAI intro: Brief and clear overview of the different approaches to generative models.

Autoencoders

Generative Adversarial Networks (GANs)

I am always looking to learn more. Please send suggestions or comments to contact [at] learningmachinelearning [dot] org