arxivcs.CVcs.LG2026-07-11
SPORT: Structure-Aware Prototype Disentanglement for Incomplete Multi-View Clustering
Yaoyuan Guo, Zhibin Gu, Songhe Feng, Yuhui Zheng, Bing Li
Prototype-based Incomplete Multi-view Clustering has recently attracted increasing attention by exploiting prototypes as semantic anchors for missing-view imputation. However, existing approaches are still limited in three aspects. First, they typically focus on enforcing cross-v…