Excessive Invariance Causes Adversarial Vulnerability

Jörn-Henrik Jacobsen, Jens Behrmann, Richard S. Zemel, Matthias Bethge. Excessive Invariance Causes Adversarial Vulnerability. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

@inproceedings{JacobsenBZB19,
  title = {Excessive Invariance Causes Adversarial Vulnerability},
  author = {Jörn-Henrik Jacobsen and Jens Behrmann and Richard S. Zemel and Matthias Bethge},
  year = {2019},
  url = {https://openreview.net/forum?id=BkfbpsAcF7},
  researchr = {https://researchr.org/publication/JacobsenBZB19},
  cites = {0},
  citedby = {0},
  booktitle = {7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
}