Learning Representation for Clustering via Prototype Scattering and Positive Sampling

Zhizhong Huang, Jie Chen, Junping Zhang +1

Existing deep clustering methods rely on either contrastive or non-contrastive representation learning for downstream clustering task. Contrastive-based methods thanks to negative…