Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset

Paul Tourniaire, Marius Ilie, Paul Hofman, Nicholas Ayache, Herve Delingette. Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset. In Manfredo Atzori, Nikolay Burlutskiy, Francesco Ciompi, Zhang Li, Fayyaz Minhas, Henning Müller, Tingying Peng, Nasir M. Rajpoot, Ben Torben-Nielsen, Jeroen van der Laak, Mitko Veta, Yinyin Yuan, Inti Zlobec, editors, MICCAI Workshop on Computational Pathology, COMPAY@MICCAI 2021, 27 September 2021, Virtual Event. Volume 156 of Proceedings of Machine Learning Research, pages 216-226, PMLR, 2021. [doi]

Abstract

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