Publications by P. Rubisch
Preprints
Conference Papers
R. Geirhos,
P. Rubisch,
C. Michaelis,
M. Bethge,
F. A. Wichmann, and
W. Brendel
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
International Conference on Learning Representations (ICLR), 2019
Code, URL, BibTex
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
International Conference on Learning Representations (ICLR), 2019
Code, URL, BibTex
Abstracts
R. Geirhos,
P. Rubisch,
J. Rauber,
C. R. M. Temme,
C. Michaelis,
W. Brendel,
M. Bethge, and
F. A. Wichmann
Inducing a human-like shape bias leads to emergent human-level distortion robustness in CNNs
Journal of Vision, 19(10), 2019
DOI, BibTex
Inducing a human-like shape bias leads to emergent human-level distortion robustness in CNNs
Journal of Vision, 19(10), 2019
DOI, BibTex
