README.md

Improved Training of Wasserstein GANs

Introduction

@article{gulrajani2017improved,
  title={Improved Training of Wasserstein GANs},
  author={Gulrajani, Ishaan and Ahmed, Faruk and Arjovsky, Martin and Dumoulin, Vincent and Courville, Aaron},
  journal={arXiv preprint arXiv:1704.00028},
  year={2017}
}

Results and models

WGAN-GP 128, CelebA-Cropped

Models	Dataset	Details	SWD	MS-SSIM	Config	Download
WGAN-GP 128	CelebA-Cropped	GN	5.87, 9.76, 9.43, 18.84/10.97	0.2601	config	model
WGAN-GP 128	LSUN-Bedroom	GN, GP-lambda = 50	11.7, 7.87, 9.82, 25.36/13.69	0.059	config	model