15 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 1 cited
Explicit View-labels Matter: A Multifacet Complementarity Study of Multi-view Clustering
Chuanxing Geng, Aiyang Han, Songcan Chen
Consistency and complementarity are two key ingredients for boosting multi-view clustering (MVC). Recently with the introduction of popular contrastive learning, the consistency le…
cs.LG2022★ 15 cited
Universum-inspired Supervised Contrastive Learning
Aiyang Han, Chuanxing Geng, Songcan Chen
As an effective data augmentation method, Mixup synthesizes an extra amount of samples through linear interpolations. Despite its theoretical dependency on data properties, Mixup r…