Progressive Growing of GANs
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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
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
Pytorch Implementation
Progressive Growing GAN in Keras
A step-by-step implementation in Keras
Tagged Pages: StyleGAN
Know a great resource on Progressive Growing? Send it to us at contactbackprop@gmail.com!