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