ImageNet-trained {CNN}s are biased towards texture; increasing shape bias improves accuracy and robustness on ShortScience.org

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ImageNet-trained {CNN}s are biased towards texture; increasing shape bias improves accuracy and robustness
Geirhos, Robert and Rubisch, Patricia and Michaelis, Claudio and Bethge, Matthias and Wichmann, Felix A. and Brendel, Wieland
International Conference on Learning Representations - 2019 via Local Bibsonomy
Keywords: deep-learning, machine-learning, stable, foundations, robustness, theory

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