Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology

YunLong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang. Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology. In Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li 0001, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part II. Volume 13432 of Lecture Notes in Computer Science, pages 242-252, Springer, 2022. [doi]

Abstract

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