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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