Progressive Growing of GANs

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Tags: Generative Adversarial Networks

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

Tagged Pages: StyleGAN


Know a great resource on Progressive Growing? Send it to us at contactbackprop@gmail.com!