Papers

Progressive Growing of GANs for Improved Quality, Stability, and Variation

• Original paper introducing progressive growing

Lectures

PGGAN | Toronto Deep Learning Series Part 1, Part 2

• A lecture and discussion about the Progressive GAN

Videos

Progressive Growing of GANs for Improved Quality, Stability, and Variation

• Video showcasing the results of the Progressive Growing paper

Progressive Growing

• An explanation of progressive growing from Sharon Zhou’s Coursera course

Progressive Growing of GANs for Improved Quality | PGGAN

• Explanation by AI Bites

Progressive Growing of GANs Explained

• Paper summary by HenryAILabs

Code Examples

Official Tensorflow Implementation

• Tensorflow 1.x implementation of Progressive GAN with links to further resources

Official Theano Implementation

• Theano implementation of Progressive GAN with links to further resources

Progressive Growing of GANs

• Pytorch Implementation

Progressive Growing GAN in Keras

• A step-by-step implementation in Keras