Robust Machine Learning
Conference Paper
2018
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
| Author(s): | Geirhos, Robert and Rubisch, Patricia and Michaelis, Claudio and Bethge, Matthias and Wichmann, Felix A and Brendel, Wieland |
| Book Title: | Seventh International Conference on Learning Representations (ICLR 2019) |
| Year: | 2018 |
| Bibtex Type: | Conference Paper (inproceedings) |
| Electronic Archiving: | grant_archive |
BibTex
@inproceedings{escidoc:3396018,
title = {ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness},
booktitle = {Seventh International Conference on Learning Representations (ICLR 2019)},
year = {2018},
slug = {escidoc-3396018},
author = {Geirhos, Robert and Rubisch, Patricia and Michaelis, Claudio and Bethge, Matthias and Wichmann, Felix A and Brendel, Wieland}
}