Incorporating knowledge of plates in batch normalization improves generalization of deep learning for microscopy images

Alexander Lin, Alex Lu. Incorporating knowledge of plates in batch normalization improves generalization of deep learning for microscopy images. In David A. Knowles, Sara Mostafavi, Su-In Lee, editors, Machine Learning in Computational Biology, 21-22 November 2022, Online. Volume 200 of Proceedings of Machine Learning Research, pages 74-93, PMLR, 2022. [doi]

Abstract

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