TWAE (Tessellated Wasserstein Auto-encoder) is a powerful non-adversarial generative auto-encoder designed in the manner of divide-and-conquer strategy. TWAE can enhance the performance of WAE and is flexible to other Wasserstein distances.
@article{gai2020tessellated,
title={Tessellated Wasserstein Auto-Encoders},
author={Gai, Kuo and Zhang, Shihua},
journal={arXiv preprint arXiv:2005.09923},
year={2020}
}