Debby D. Wang

GeCC: Generalized Contrastive Clustering with Domain Shifts Modeling

Contrastive clustering performs clustering and data representation in a unified model, where instance- and cluster-level constrastive learning are conducted simultaneously. However, commonly-used data augmentation methods make contrastive mechanism effect but may cause representation learning gettin…