S5CL: Unifying Fully-Supervised, Self-supervised, and Semi-supervised Learning Through Hierarchical Contrastive Learning

Tran, M; Wagner, SJ; Boxberg, M; Peng, T

Tran, M (通讯作者),Tech Univ Munich, Munich, Germany.;Tran, M (通讯作者),Helmholtz AI, Helmholtz Munich, German Res Ctr Environm Hlth, Neuherberg, Germany.

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT II, 2022; 13432 (): 99

Abstract

In computational pathology, we often face a scarcity of annotations and a large amount of unlabeled data. One method for dealing with this is semi-sup......

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