Transport Barycenter-Guided Sample-to-Cluster Matching for Unaligned Multi-view Clustering.
Multi-view clustering (MVC) relies on consistency learning to align and fuse multi-view information for building clustering decision boundaries. However, mainstream methods adopt sample-to-sample/distribution/structure similarity smoothing for consistency alignment, which builds upon continuous cluster manifolds with s...