josauder/pytorch-sagan

Implementation of Self-Attention Generative Adversarial Networks by Zhang et al. (with spectral normalization and projection discriminator)

Self-Attention Generative Adversarial Networks (SAGAN) in PyTorch

Based on the arXiv preprint by Zhang et al..

This repository is a fork of my PyTorch spectral normalization implementation.

Fashion MNIST

Discriminator self-attention visualization

CIFAR-10

Fashion-MNIST Class-Conditional Samples (preliminary)

CIFAR-10 Class-Conditional Samples (preliminary)