Removing Batch Normalization Boosts Adversarial Training

Haotao Wang, Aston Zhang, Shuai Zheng, Xingjian Shi, Mu Li 0003, Zhangyang Wang. Removing Batch Normalization Boosts Adversarial Training. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 23433-23445, PMLR, 2022. [doi]

@inproceedings{WangZZS0W22,
  title = {Removing Batch Normalization Boosts Adversarial Training},
  author = {Haotao Wang and Aston Zhang and Shuai Zheng and Xingjian Shi and Mu Li 0003 and Zhangyang Wang},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/wang22ap.html},
  researchr = {https://researchr.org/publication/WangZZS0W22},
  cites = {0},
  citedby = {0},
  pages = {23433-23445},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}