Felix A. Wichmann

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 25

Top Topics

Human Visual Perception

Color Constancy

Top Venues

Publications

Jannis Ahlert, Thomas Klein, Felix A. Wichmann, Robert Geirhos
How Aligned are Different Alignment Metrics? CoRR (2024)
Lukas S. Huber, Fred W. Mast, Felix A. Wichmann
Immediate generalisation in humans but a generalisation lag in deep neural networks - evidence for representational divergence? CoRR (2024)
Felix A. Wichmann, Simon Kornblith, Robert Geirhos
Neither hype nor gloom do DNNs justice. CoRR (2023)
Felix A. Wichmann, Robert Geirhos
Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception? CoRR (2023)
Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos, Felix A. Wichmann
Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond). ICLR (2022)
Lukas S. Huber, Robert Geirhos, Felix A. Wichmann
The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks. CoRR (2022)
Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos, Felix A. Wichmann
Trivial or impossible - dichotomous data difficulty masks model differences (on ImageNet and beyond). CoRR (2021)
Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Tizian Thieringer, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
Partial success in closing the gap between human and machine vision. CoRR (2021)
Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Tizian Thieringer, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
Partial success in closing the gap between human and machine vision. NeurIPS (2021)
Robert Geirhos, Kristof Meding, Felix A. Wichmann
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency. CoRR (2020)
Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
On the surprising similarities between supervised and self-supervised models. CoRR (2020)
Alban Flachot, Arash Akbarinia, Heiko H. Schütt, Roland W. Fleming, Felix A. Wichmann, Karl R. Gegenfurtner
Deep Neural Models for color discrimination and color constancy. CoRR (2020)
Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard S. Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann
Shortcut learning in deep neural networks. Nat. Mach. Intell. 2 (11) (2020)
Robert Geirhos, Kristof Meding, Felix A. Wichmann
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency. NeurIPS (2020)
Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard S. Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann
Shortcut Learning in Deep Neural Networks. CoRR (2020)
Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness. ICLR (2019)
Siavash Haghiri, Felix A. Wichmann, Ulrike von Luxburg
Comparison-Based Framework for Psychophysics: Lab versus Crowdsourcing. CoRR (2019)
Kristof Meding, Dominik Janzing, Bernhard Schölkopf, Felix A. Wichmann
Perceiving the arrow of time in autoregressive motion. NeurIPS (2019)
Siavash Haghiri, Felix A. Wichmann, Ulrike von Luxburg
Estimation of perceptual scales using ordinal embedding. CoRR (2019)
Ozan Özdenizci, Timm Meyer, Felix A. Wichmann, Jan Peters, Bernhard Schölkopf, Müjdat Çetin, Moritz Grosse-Wentrup
Neural Signatures of Motor Skill in the Resting Brain. SMC (2019)
Robert Geirhos, Carlos R. Medina Temme, Jonas Rauber, Heiko H. Schütt, Matthias Bethge, Felix A. Wichmann
Generalisation in humans and deep neural networks. NeurIPS (2018)
Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness. CoRR (2018)
Robert Geirhos, Carlos R. Medina Temme, Jonas Rauber, Heiko H. Schütt, Matthias Bethge, Felix A. Wichmann
Generalisation in humans and deep neural networks. CoRR (2018)
Robert Geirhos, David H. J. Janssen, Heiko H. Schütt, Jonas Rauber, Matthias Bethge, Felix A. Wichmann
Comparing deep neural networks against humans: object recognition when the signal gets weaker. CoRR (2017)
Felix A. Wichmann, David H. J. Janssen, Robert Geirhos, Guillermo Aguilar, Heiko H. Schütt, Marianne Maertens, Matthias Bethge
Methods and measurements to compare men against machines. HVEI (2017)
Holly E. Gerhard, Felix A. Wichmann, Matthias Bethge
How Sensitive Is the Human Visual System to the Local Statistics of Natural Images? PLoS Comput. Biol. 9 (1) (2013)
Tom Putzeys, Matthias Bethge, Felix A. Wichmann, Johan Wagemans, Robbe Goris
A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses. PLoS Comput. Biol. 8 (4) (2012)
Axel Thielscher, Felix A. Wichmann
Determining the cortical target of transcranial magnetic stimulation. NeuroImage 47 (4) (2009)
Wolf Kienzle, Bernhard Schölkopf, Felix A. Wichmann, Matthias O. Franz
How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye Movements. DAGM-Symposium (2007)
Matthias Bethge, Thomas V. Wiecki, Felix A. Wichmann
The independent components of natural images are perceptually dependent. Human Vision and Electronic Imaging (2007)
Wolf Kienzle, Felix A. Wichmann, Bernhard Schölkopf, Matthias O. Franz
A Nonparametric Approach to Bottom-Up Visual Saliency. NIPS (2006)
Julian Laub, Jakob H. Macke, Klaus-Robert Müller, Felix A. Wichmann
Inducing Metric Violations in Human Similarity Judgements. NIPS (2006)
Arnulf B. A. Graf, Felix A. Wichmann, Heinrich H. Bülthoff, Bernhard Schölkopf
Classification of Faces in Man and Machine. Neural Comput. 18 (1) (2006)
Wolf Kienzle, Felix A. Wichmann, Bernhard Schölkopf, Matthias O. Franz
Learning an Interest Operator from Human Eye Movements. CVPR Workshops (2006)
Felix A. Wichmann, Arnulf B. A. Graf, Eero P. Simoncelli, Heinrich H. Bülthoff, Bernhard Schölkopf
Machine Learning Applied to Perception: Decision Images for Gender Classification. NIPS (2004)
Arnulf B. A. Graf, Felix A. Wichmann
Insights from Machine Learning Applied to Human Visual Classification. NIPS (2003)
Arnulf B. A. Graf, Felix A. Wichmann
Gender Classification of Human Faces. Biologically Motivated Computer Vision (2002)