Open AccessInducing a human-like shape bias leads to emergent human-level distortion robustness in CNNs
Author(s) -
Robert Geirhos,
Patricia Rubisch,
Jonas Rauber,
Carlos R. Medina Temme,
Claudio Michaelis,
Wieland Brendel,
Matthias Bethge,
Felix A. Wichmann
Publication year - 2019
Publication title -
journal of vision
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.126
H-Index - 113
ISSN - 1534-7362
DOI - 10.1167/19.10.209c
Subject(s) - artificial intelligence , convolutional neural network , pattern recognition (psychology) , computer science , robustness (evolution) , cognitive neuroscience of visual object recognition , contrast (vision) , texture (cosmology) , object (grammar) , image (mathematics) , biology , biochemistry , gene