2022
DeepDPM: Deep Clustering With an Unknown Number of Clusters
CVPR 2022poster
Deep Learning (DL) has shown great promise in the unsupervised task of clustering. That said, while in classical (i.e., non-deep) clustering the benefits of the nonparametric approach are well known, most deep-clustering methods are parametric: namely, they require a predefined and fixed number of c…