Publications
2 pages. DOI: 10.18416/IJMPI.2020.2009023 F. Tramer, J. Behrmann , N. Carlini, N. Papernot, J. Jacobsen. Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations. International [...] 6(2) pp. 2 pages. DOI: 10.18416/IJMPI.2020.2009004 J. Behrmann , P. Vicol, K. Wang, R. Grosse, J. Jacobsen. On the Invertibility of Invertible Neural Networks. NeurIPS workshop on Machine Learning with [...] Vehicles Symposium, pp. 2025-2031, 2019. **Best Student Paper DOI: 10.1109/ivs.2019.8814124 J. Jacobsen, J. Behrmann , R. Zemel, M. Bethge. Excessive Invariance Causes Adversarial Vulnerability. International