Publications by Judy Borowski

Preprints


J. Borowski, R. S. Zimmermann, J. Schepers, R. Geirhos, T. S. A. Wallis, M. Bethge, and W. Brendel
Exemplary Natural Images Explain CNN Activations Better than Feature Visualizations
arXiv, 2020
Code, URL, BibTex
C. M. Funke, J. Borowski, K. Stosio, W. Brendel, T. S. A. Wallis, and M. Bethge
Five Points to Check when Comparing Visual Perception in Humans and Machines
arXiv, 2020
Code, URL, BibTex
C. M. Funke, J. Borowski, K. Stosio, W. Brendel, T. S. A. Wallis, and M. Bethge
The Notorious Difficulty of Comparing Human and Machine Perception
arXiv (superseded by "Five Points to Check when Comparing Visual Perception in Humans and Machines"), 2020
Code, URL, BibTex

Abstracts


J. Borowski, C. M. Funke, K. Stosio, W. Brendel, T. S. A. Wallis, and M. Bethge
The Notorious Difficulty of Comparing Human and Machine Perception
NeurIPS Workshop: Shared Visual Representations in Human & Machine Intelligence (Best Paper Award), 2019
URL, BibTex
J. Borowski, C. M. Funke, K. Stosio, W. Brendel, T. S. A. Wallis, and M. Bethge
The Notorious Difficulty of Comparing Human and Machine Perception
Conference on Cognitive Computational Neuroscience, 2019
DOI, BibTex
C. Funke, J. Borowski, T. Wallis, W. Brendel, A. Ecker, and M. Bethge
Comparing the ability of humans and DNNs to recognise closed contours in cluttered images
Journal of Vision, 18(10), 2018
DOI, BibTex
M. Mur, J. Borowski, and N. Kriegeskorte
Functional readout analysis reveals nonlinear representational transformation from early visual to category-selective regions
Journal of Vision, 17(10), 2017
DOI, BibTex
University of Tuebingen BCCN CIN MPI