Search Results for author: Xavier Snelgrove

Found 2 papers, 1 papers with code

Mask-Guided Discovery of Semantic Manifolds in Generative Models

1 code implementation15 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

Fourier-CPPNs for Image Synthesis

no code implementations20 Sep 2019 Mattie Tesfaldet, Xavier Snelgrove, David Vazquez

Compositional Pattern Producing Networks (CPPNs) are differentiable networks that independently map (x, y) pixel coordinates to (r, g, b) colour values.

Image Generation

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