Wieland Brendel

Shortcut learning in deep neural networks

Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis et al. · Nature Machine Intelligence · 2020 · 1.6K citations · Full text

Deep Neural Networks, Engineering, Machine Learning +5

Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box\n Machine Learning Models

Wieland Brendel, Jonas Rauber, Matthias Bethge · arXiv (Cornell University) · 2017 · 889 citations · Full text

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Robert Geirhos, Patricia Rubisch, Claudio Michaelis et al. · arXiv (Cornell University) · 2018 · 664 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Demixed principal component analysis of neural population data

Dmitry Kobak, Wieland Brendel, Christos Constantinidis et al. · eLife · 2016 · 662 citations · Full text

Neural Population Data, Engineering, Mixed Selectivity +16

On Evaluating Adversarial Robustness

Nicholas Carlini, Anish Athalye, Nicolas Papernot et al. · arXiv (Cornell University) · 2019 · 580 citations · Full text

Evaluating Adversarial Robustness, Engineering, Machine Learning +21