The Origins and Prevalence of Texture Bias in Convolutional Neural Networks

Katherine L. Hermann, Ting Chen, Simon Kornblith. The Origins and Prevalence of Texture Bias in Convolutional Neural Networks. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Abstract

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