Are Transformers more robust than CNNs?

Yutong Bai, Jieru Mei, Alan L. Yuille, Cihang Xie. Are Transformers more robust than CNNs?. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 26831-26843, 2021. [doi]

Abstract

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