@inproceedings{larsen2015autoencoding,
address = {New York, New York, USA},
author = {Larsen, Anders Boesen Lindbo and S{\o}nderby, S{\o}ren Kaae and Larochelle, Hugo and Winther, Ole},
booktitle = {Proceedings of The 33rd International Conference on Machine Learning},
editor = {Balcan, Maria Florina and Weinberger, Kilian Q},
isbn = {9781510829008},
pages = {1558--1566},
publisher = {PMLR},
series = {Proceedings of Machine Learning Research},
title = {{Autoencoding beyond pixels using a learned similarity metric}},
url = {http://proceedings.mlr.press/v48/larsen16.html},
volume = {48},
year = {2016}
}
To my best knowledge, this paper is the first paper of VAE-GAN. I did not read though this paper but read some materials from others. I think I figured out the funciton of each loss.