Theano and tensorflow implementation for
- Adversarial Feature Matching for Text Generation, Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Lawrence Carin. ICML, 2017.
- Generating Text via Adversarial Training. Yizhe Zhang, Zhe Gan, Lawrence Carin. Workshop on Adversarial Training, NIPS, 2016.
(Tensorflow) Run:
python textGAN.py
- Python3
- Tensorflow:
- Tensorflow version >= 1.2
- cPickle
http://people.duke.edu/~yz196/zip/param.zip
- (Theano only)
python eval_kde.py
Please cite our paper if it helps with your research.
- Arxiv link: https://arxiv.org/abs/1706.03850
@inproceedings{zhang2017adversarial,
title={Adversarial Feature Matching for Text Generation},
author={Zhang, Yizhe and Gan, Zhe and Fan, Kai and Chen, Zhi and Henao, Ricardo and Shen, Dinghan and Carin, Lawrence},
booktitle={ICML},
year={2017}
}