StyleGAN3 [Explained]: Alias-Free Generative Adversarial Networks

#StyleGAN #StyleGAN2 #StyleGAN3
Face Generation and Editing with StyleGAN: A Survey - https://arxiv.org/abs/2212.09102

For a thesis or internship supervision opportunities contact me via [email protected]
Some internship funding options:
https://erasmus-plus.ec.europa.eu/opp...
https://daad.de/go/en/stipa50015295
https://daad.de/go/en/stipa57135739
https://daad.de/go/en/stipa57034100

StyleGAN3: Alias-Free Generative Adversarial Networks
https://nvlabs.github.io/stylegan3
https://github.com/NVlabs/stylegan3

Interactive visualization extension (13:40 Visualizer) made by Benedikt
https://github.com/bvolkmer/stylegan3...
https://github.com/bvolkmer

00:00 StyleGAN Introduction
02:33 StyleGAN 2 issues
04:46 StyleGAN 3 improvements
12:01 Demonstration of improvements
13:40 Visualizer
22:11 Code: Fourier Features
28:16 Code: Affine Layer and Input Modulation
28:55 Code: Custom Cuda kernel
36:39 Code: Up-/Downsampling
42:03 Deep Learning for Face Generation and Editing: A Survey