Code for our paper On Catastrophic Forgetting and Mode Collapse in GANs. If you find this code useful, please cite our paper:
@article{DBLP:journals/corr/abs-1807-04015,
author = {Hoang Thanh{-}Tung and
Truyen Tran and
Svetha Venkatesh},
title = {On catastrophic forgetting and mode collapse in Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/1807.04015},
year = {2018},
url = {http://arxiv.org/abs/1807.04015},
archivePrefix = {arXiv},
eprint = {1807.04015},
timestamp = {Mon, 13 Aug 2018 16:46:57 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1807-04015},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Depencies:
- Pytorch 0.4
Usage:
./runDATASET_ALGO.sh
This project shares the same code base as our project on generalization: https://github.com/htt210/GeneralizationAndStabilityInGANs