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

Social Sciences, Educational Measurement, Psychology +13

Shortcut learning in deep neural networks

Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis et al. · Nature Machine Intelligence · 2020 · 1.8K citations · Full text

Computing, Computer Engineering, Computer Science +8

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

Felix A. Wichmann, N. Jeremy Hill · Perception & Psychophysics · 2001 · 834 citations · Full text

Education, Educational Measurement, Psychology +14

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

Computing, Computer Science, Vision Science +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 · 452 citations · Full text

Social Sciences, Behavioral Sciences, Psychology +17