Publication


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

Reference


@inproceedings{Geirhos2019a,
  author = "R. Geirhos and P. Rubisch and C. Michaelis and M. Bethge and F. A. Wichmann and W. Brendel",
  title = "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness",
  year = 2019,
  journal = "International Conference on Learning Representations (ICLR)",
  month = "May",
  url = "https://openreview.net/forum?id=Bygh9j09KX"
}
University of Tuebingen BCCN CIN MPI