Meet DeepDPM: No Predefined Number of Clusters Needed for Deep Clustering Tasks

Deep neural networks (DNNs) have achieved great success across a wide variety of tasks, including fundamental unsupervised tasks such as data clustering. Like conventional clustering methods, deep clustering is also parametric, meaning it requires a predefined cluster or class number. Choosing the optimal cluster number can however become very…