weishenho/SAGAN-with-relativistic

Self-Attention Generative Adversarial Networks with Relativistic loss

SAGAN-with-relativistic

A pytorch implmentation of SAGAN (https://arxiv.org/abs/1805.08318) with relativistic loss (https://arxiv.org/abs/1807.00734). The main difference here is that we replace the hinge loss used in the SAGAN with relativistic loss.

Sample Results

Dependancies

• Python 3.5+
• Pytorch 0.4.1
• Torchvision 0.2.1

Usage

Train

python main.py

View sample results

cd images

Acknowledgement/reference

• https://github.com/AlexiaJM/RelativisticGAN
• https://github.com/heykeetae/Self-Attention-GAN
• https://github.com/rosinality/sagan-pytorch
• https://github.com/eriklindernoren/PyTorch-GAN