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

no code implementations • 6 Mar 2023 • Yuhui Zhang, Yuichiro Wada, Hiroki Waida, Kaito Goto, Yusaku Hino, Takafumi Kanamori

To address the problem, we propose a constraint utilizing symmetric InfoNCE, which helps an objective of deep clustering method in the scenario train the model so as to be efficient for not only non-complex topology but also complex topology datasets.

Clustering Deep Clustering