Felix A. Wichmann

The psychometric function: I. Fitting, sampling, and goodness of fit

Felix A. Wichmann, N. Jeremy Hill · Perception & Psychophysics · 2001 · 2.4K citations · Full text

Quantitative Psychology, Personality Psychology, Psychometric Function +5

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

The psychometric function: II. Bootstrap-based confidence intervals and sampling

Felix A. Wichmann, N. Jeremy Hill · Perception & Psychophysics · 2001 · 832 citations · Full text

Bootstrap Resampling, Engineering, Psychometric Function +4

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

Painfree and accurate Bayesian estimation of psychometric functions for (potentially) overdispersed data

Heiko H. Schütt, Stefan Harmeling, Jakob H. Macke et al. · Vision Research · 2016 · 433 citations · Full text