Wichmann, Felix A.

17 publications

NeurIPS 2025 Quantifying Uncertainty in Error Consistency: Towards Reliable Behavioral Comparison of Classifiers Thomas Klein, Sascha Meyen, Wieland Brendel, Felix A. Wichmann, Kristof Meding

ICLRW 2024 Comparing Supervised Learning Dynamics: Deep Neural Networks Match Human Data Efficiency but Show a Generalisation Lag Lukas S. Huber, Fred W. Mast, Felix A. Wichmann

ICLRW 2024 How Aligned Are Different Alignment Metrics? Jannis Ahlert, Thomas Klein, Felix A. Wichmann, Robert Geirhos

ICLR 2022 Trivial or Impossible --- Dichotomous Data Difficulty Masks Model Differences (on ImageNet and Beyond) Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos, Felix A. Wichmann

NeurIPSW 2021 A Four-Year-Old Can Outperform ResNet-50: Out-of-Distribution Robustness May Not Require Large-Scale Experience Lukas S. Huber, Robert Geirhos, Felix A. Wichmann

NeurIPSW 2021 ImageNet Suffers from Dichotomous Data Difficulty Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos, Felix A. Wichmann

NeurIPS 2021 Partial Success in Closing the Gap Between Human and Machine Vision Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Tizian Thieringer, Matthias Bethge, Felix A. Wichmann, Wieland Brendel

NeurIPS 2020 Beyond Accuracy: Quantifying Trial-by-Trial Behaviour of CNNs and Humans by Measuring Error Consistency Robert Geirhos, Kristof Meding, Felix A. Wichmann

NeurIPSW 2020 On the Surprising Similarities Between Supervised and Self-Supervised Models Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Matthias Bethge, Felix A. Wichmann, Wieland Brendel

ICLR 2019 ImageNet-Trained CNNs Are Biased Towards Texture; Increasing Shape Bias Improves Accuracy and Robustness Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel

NeurIPS 2019 Perceiving the Arrow of Time in Autoregressive Motion Kristof Meding, Dominik Janzing, Bernhard Schölkopf, Felix A. Wichmann

NeurIPS 2018 Generalisation in Humans and Deep Neural Networks Robert Geirhos, Carlos R. M. Temme, Jonas Rauber, Heiko H. Schütt, Matthias Bethge, Felix A. Wichmann

NeurIPS 2006 A Nonparametric Approach to Bottom-up Visual Saliency Wolf Kienzle, Felix A. Wichmann, Matthias O. Franz, Bernhard Schölkopf

NeurIPS 2006 Inducing Metric Violations in Human Similarity Judgements Julian Laub, Klaus-Robert Müller, Felix A. Wichmann, Jakob H. Macke

CVPRW 2006 Learning an Interest Operator from Human Eye Movements Wolf Kienzle, Felix A. Wichmann, Bernhard Schölkopf, Matthias O. Franz

NeurIPS 2004 Machine Learning Applied to Perception: Decision Images for Gender Classification Felix A. Wichmann, Arnulf B. Graf, Heinrich H. Bülthoff, Eero P. Simoncelli, Bernhard Schölkopf

NeurIPS 2003 Insights from Machine Learning Applied to Human Visual Classification Felix A. Wichmann, Arnulf B. Graf