Publications by Robert Geirhos

Conference Papers


R. Geirhos, C. R. M. Temme, J. Rauber, H. H. Schütt, M. Bethge, and F. A. Wichmann
Generalisation in humans and deep neural networks
Advances in Neural Information Processing Systems 31, 2018
Code, URL, BibTex
F. A. Wichmann, D. H. Janssen, R. Geirhos, G. Aguilar, H. H. Schütt, M. Maertens, and M. Bethge
Methods and measurements to compare men against machines
Electronic Imaging, 2017(14), 36-45, 2017
URL, DOI, BibTex

Preprint versions of published papers


R. Geirhos, D. H. J. Janssen, H. H. Schütt, J. Rauber, M. Bethge, and F. A. Wichmann
Comparing deep neural networks against humans: object recognition when the signal gets weaker
arXiv (superseded by "Generalisation in humans and deep neural networks"), 170606969, 2017
Code, URL, BibTex

Abstracts


R. Geirhos, D. Janssen, H. Schütt, M. Bethge, and F. Wichmann
Of human observers and deep neural networks: A detailed psychophysical comparison
Journal of Vision, 17(10), 2017
DOI, BibTex
University of Tuebingen BCCN CIN MPI