Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE

Yuhui Zhang, Yuichiro Wada, Hiroki Waida +3

We consider the scenario of deep clustering, in which the available prior knowledge is limited. In this scenario, few existing state-of-the-art deep clustering methods can perform…