Mask-Guided Discovery of Semantic Manifolds in Generative Models

1 code implementation • 15 May 2021 • Mengyu Yang, David Rokeby, Xavier Snelgrove

Advances in the realm of Generative Adversarial Networks (GANs) have led to architectures capable of producing amazingly realistic images such as StyleGAN2, which, when trained on the FFHQ dataset, generates images of human faces from random vectors in a lower-dimensional latent space.

Disentanglement