Towards Calibrated Deep Clustering Network

Yuheng Jia, Jianhong Cheng, Hui Liu +1

Deep clustering has exhibited remarkable performance; however, the over confidence problem, i.e., the estimated confidence for a sample belonging to a particular cluster greatly ex…