Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation

H. S. Tan, Kuancheng Wang, Rafe Mcbeth

In this work, we study various hybrid models of entropy-based and representativeness sampling techniques in the context of active learning in medical segmentation, in particular ex…