Towards GAN Benchmarks Which Require Generalization

This directory contains code for the "CNN divergence" in the paper "Towards GAN Benchmarks Which Require Generalization".

Usage

From the google_research directory, run:

virtualenv -p python3 .
source ./bin/activate
pip install -r towards_gan_benchmarks/requirements.txt
python -m towards_gan_benchmarks.run_cnn_divergence

If you use any of the material here please cite the following paper:

@inproceedings{
  gulrajani2018towards,
  title={Towards {GAN} Benchmarks Which Require Generalization},
  author={Ishaan Gulrajani and Colin Raffel and Luke Metz},
  booktitle={International Conference on Learning Representations},
  year={2019},
  url={https://openreview.net/forum?id=HkxKH2AcFm},
}