Felix A. Wichmann

Orcid: 0000-0002-2592-634X

Affiliations:

University of Tübingen, Germany

According to our database¹, Felix A. Wichmann authored at least 30 papers between 2002 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Other

Bibliography

2024

Immediate generalisation in humans but a generalisation lag in deep neural networks - evidence for representational divergence?

[BibT_eX]

[DOI]

Lukas S. Huber

Fred W. Mast

Felix A. Wichmann

CoRR, 2024

2023

Neither hype nor gloom do DNNs justice.

[BibT_eX]

[DOI]

Felix A. Wichmann

Simon Kornblith

Robert Geirhos

CoRR, 2023

Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception?

[BibT_eX]

[DOI]

Felix A. Wichmann

Robert Geirhos

CoRR, 2023

2022

The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks.

[BibT_eX]

[DOI]

Lukas S. Huber

Robert Geirhos

Felix A. Wichmann

CoRR, 2022

Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond).

[BibT_eX]

[DOI]

Kristof Meding

Luca M. Schulze Buschoff

Robert Geirhos

Felix A. Wichmann

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Partial success in closing the gap between human and machine vision.

[BibT_eX]

[DOI]

Robert Geirhos

Kantharaju Narayanappa

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Shortcut learning in deep neural networks.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2020

Deep Neural Models for color discrimination and color constancy.

[BibT_eX]

[DOI]

CoRR, 2020

On the surprising similarities between supervised and self-supervised models.

[BibT_eX]

[DOI]

Robert Geirhos

Kantharaju Narayanappa

CoRR, 2020

Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency.

[BibT_eX]

[DOI]

Robert Geirhos

Kristof Meding

Felix A. Wichmann

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Estimation of perceptual scales using ordinal embedding.

[BibT_eX]

[DOI]

Siavash Haghiri

Felix A. Wichmann

Ulrike von Luxburg

CoRR, 2019

Comparison-Based Framework for Psychophysics: Lab versus Crowdsourcing.

[BibT_eX]

[DOI]

Siavash Haghiri

Felix A. Wichmann

Ulrike von Luxburg

CoRR, 2019

Neural Signatures of Motor Skill in the Resting Brain.

[BibT_eX]

[DOI]

Moritz Grosse-Wentrup

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Perceiving the arrow of time in autoregressive motion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Generalisation in humans and deep neural networks.

[BibT_eX]

[DOI]

Robert Geirhos

Carlos R. Medina Temme

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Comparing deep neural networks against humans: object recognition when the signal gets weaker.

[BibT_eX]

[DOI]

CoRR, 2017

Methods and measurements to compare men against machines.

[BibT_eX]

[DOI]

Proceedings of the Human Vision and Electronic Imaging 2017, Burlingame, CA, USA, 29 January 2017, 2017

2013

How Sensitive Is the Human Visual System to the Local Statistics of Natural Images?

[BibT_eX]

[DOI]

Holly E. Gerhard

Felix A. Wichmann

Matthias Bethge

PLoS Comput. Biol., 2013

2012

A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2012

2009

Determining the cortical target of transcranial magnetic stimulation.

[BibT_eX]

[DOI]

Axel Thielscher

Felix A. Wichmann

NeuroImage, 2009

2007

The independent components of natural images are perceptually dependent.

[BibT_eX]

[DOI]

Matthias Bethge

Thomas V. Wiecki

Felix A. Wichmann

Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye Movements.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2007

2006

Classification of Faces in Man and Machine.

[BibT_eX]

[DOI]

Neural Comput., 2006

Inducing Metric Violations in Human Similarity Judgements.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

A Nonparametric Approach to Bottom-Up Visual Saliency.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Learning an Interest Operator from Human Eye Movements.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2004

Machine Learning Applied to Perception: Decision Images for Gender Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003

Insights from Machine Learning Applied to Human Visual Classification.

[BibT_eX]

[DOI]

Arnulf B. A. Graf

Felix A. Wichmann

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002

Gender Classification of Human Faces.

[BibT_eX]

[DOI]

Arnulf B. A. Graf

Felix A. Wichmann

Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002

Felix A. Wichmann

Timeline

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