Code for the paper "Adversarially Regularized Autoencoders for Generating Discrete Structures" by Zhao, Kim, Zhang, Rush and LeCun https://arxiv.org/abs/1706.04223
We release both Torch and PyTorch code of our approach, in torch and pytorch folder.
For more information, please refer to the README files under each component directory.
@ARTICLE{2017arXiv170604223J,
author = {{Junbo} and {Zhao} and {Kim}, Y. and {Zhang}, K. and {Rush}, A.~M. and
{LeCun}, Y.},
title = "{Adversarially Regularized Autoencoders for Generating Discrete Structures}",
journal = {ArXiv e-prints},
archivePrefix = "arXiv",
eprint = {1706.04223},
primaryClass = "cs.LG",
keywords = {Computer Science - Learning, Computer Science - Computation and Language, Computer Science - Neural and Evolutionary Computing},
year = 2017,
month = jun,
adsurl = {http://adsabs.harvard.edu/abs/2017arXiv170604223J},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}