stability-training

This repository contains a re-implementation of results in the paper: Improving the Robustness of Deep Neural Networks via Stability Training by Stephan Zheng, Yang Song, Thomas Leung and Ian Goodfellow.

Dataset

We train and evaluate on the Tiny Imagenet dataset

Citation

@article{DBLP:journals/corr/ZhengSLG16,
  author    = {Stephan Zheng and
               Yang Song and
               Thomas Leung and
               Ian J. Goodfellow},
  title     = {Improving the Robustness of Deep Neural Networks via Stability Training},
  journal   = {CoRR},
  volume    = {abs/1604.04326},
  year      = {2016},
  url       = {http://arxiv.org/abs/1604.04326},
  eprinttype = {arXiv},
  eprint    = {1604.04326},
  timestamp = {Tue, 08 Sep 2020 16:29:29 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/ZhengSLG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}