Venn GAN

This is the official implementation of Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions.

Please reach us via emails or via github issues for any enquiries!

Please cite our work if you find it useful for your research and work:

@misc{yazc2019venn,
    title={Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions},
    author={Yasin Yazıcı and Bruno Lecouat and Chuan-Sheng Foo and Stefan Winkler and Kim-Hui Yap and Georgios Piliouras and Vijay Chandrasekhar},
    year={2019},
    eprint={1902.03444},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}

Training

Run venn_gan.py for the experiments in the paper.

Run Illustrative_experiments.py for the illustrative experiments.