Wieland Brendel

Wieland Brendel

Universität Tubingen - Tübingen / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 1787722
Eberhard Karls University of Tübingen
person_outline Wieland Brendel's MOST POPULAR ARTICLES
1-) ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustnessR Geirhos, P Rubisch, C Michaelis, M Bethge, FA Wichmann, W BrendelSeventh International Conference on Learning Representations (ICLR 2019), 201817062018
2-) Shortcut Learning in Deep Neural NetworksR Geirhos, JH Jacobsen, C Michaelis, R Zemel, W Brendel, M Bethge, ...Nature Machine Intelligence volume 2, pages665–673(2020), 202012562020
3-) Decision-based adversarial attacks: Reliable attacks against black-box machine learning modelsW Brendel, J Rauber, M BethgeSixth International Conference on Learning Representations (ICLR 2018), 201712502017
4-) On evaluating adversarial robustnessN Carlini, A Athalye, N Papernot, W Brendel, J Rauber, D Tsipras, ...arXiv preprint arXiv:1902.06705, 201910452019
5-) On adaptive attacks to adversarial example defensesF Tramer, N Carlini, W Brendel, A Madry34th Conference on Neural Information Processing Systems (NeurIPS), 20209402020