Publications by T. S. Wallis
Preprints
Journal Articles
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
Journal of Vision, 2021
Code, URL, BibTex
Five Points to Check when Comparing Visual Perception in Humans and Machines
Journal of Vision, 2021
Code, URL, BibTex
T. S. A. Wallis,
C. M. Funke,
A. S. Ecker,
L. A. Gatys,
F. A. Wichmann, and
M. Bethge
Image content is more important than Bouma's Law for scene metamers
ELife, 2019
URL, DOI, BibTex
Image content is more important than Bouma's Law for scene metamers
ELife, 2019
URL, DOI, BibTex
T. S. A. Wallis,
C. M. Funke,
A. S. Ecker,
L. A. Gatys,
F. A. Wichmann, and
M. Bethge
A Parametric Texture Model Based on Deep Convolutional Features Closely Matches Texture Appearance for Humans
Journal of Vision, 17(12), 2017
#visual textures, #style transfer, #perceptual image synthesis, #cnns, #psychophysics, #appearance
Code, URL, DOI, Stimuli, Preprint, BibTex
A Parametric Texture Model Based on Deep Convolutional Features Closely Matches Texture Appearance for Humans
Journal of Vision, 17(12), 2017
#visual textures, #style transfer, #perceptual image synthesis, #cnns, #psychophysics, #appearance
Code, URL, DOI, Stimuli, Preprint, BibTex
T. S. A. Wallis,
S. Tobias,
M. Bethge, and
F. A. Wichmann
Detecting Distortions of Peripherally Presented Letter Stimuli under Crowded Conditions
Attention, Perception & Psychophysics, 2017
#psychophysics, #letters, #spatial distortions, #crowding
URL, DOI, BibTex
Detecting Distortions of Peripherally Presented Letter Stimuli under Crowded Conditions
Attention, Perception & Psychophysics, 2017
#psychophysics, #letters, #spatial distortions, #crowding
URL, DOI, BibTex
T. S. A. Wallis,
M. Bethge, and
F. A. Wichmann
Testing models of peripheral encoding using metamerism in an oddity paradigm
Journal of Vision, 16(2), 2016
#psychophysics, #metamers, #crowding, #image appearance, #scene appearance, #blur
Code, URL, DOI, BibTex
Testing models of peripheral encoding using metamerism in an oddity paradigm
Journal of Vision, 16(2), 2016
#psychophysics, #metamers, #crowding, #image appearance, #scene appearance, #blur
Code, URL, DOI, BibTex
M. Kuemmerer,
T. Wallis, and
M. Bethge
Information-theoretic model comparison unifies saliency metrics
Proceedings of the National Academy of Science, 112(52), 16054-16059, 2015
URL, DOI, BibTex
Information-theoretic model comparison unifies saliency metrics
Proceedings of the National Academy of Science, 112(52), 16054-16059, 2015
URL, DOI, BibTex
Conference Papers
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
International Conference on Learning Representations (ICLR), 2020
Code, URL, BibTex
Exemplary Natural Images Explain CNN Activations Better than Feature Visualizations
International Conference on Learning Representations (ICLR), 2020
Code, URL, BibTex
M. Kümmerer,
T. S. A. Wallis, and
M. Bethge
Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics
The European Conference on Computer Vision (ECCV), 2018
URL, PDF, BibTex
Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics
The European Conference on Computer Vision (ECCV), 2018
URL, PDF, BibTex
M. Kümmerer,
T. S. Wallis,
L. A. Gatys, and
M. Bethge
Understanding Low- and High-Level Contributions to Fixation Prediction
The IEEE International Conference on Computer Vision (ICCV), 2017
Code, URL, PDF, model webservice, BibTex
Understanding Low- and High-Level Contributions to Fixation Prediction
The IEEE International Conference on Computer Vision (ICCV), 2017
Code, URL, PDF, model webservice, 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
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
The Notorious Difficulty of Comparing Human and Machine Perception
Conference on Cognitive Computational Neuroscience, 2019
DOI, BibTex
C. M. 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
Comparing the ability of humans and DNNs to recognise closed contours in cluttered images
Journal of Vision, 18(10), 2018
DOI, BibTex