FreeCSL performs incomplete multi-view clustering by learning shared semantic prototypes across views and enhancing them with within-view graph structure, avoiding explicit imputation and alignment.
A comprehensive survey on multi-view clustering.IEEE Transactions on Knowledge and Data En- gineering, 35(12):12350–12368, 2023
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Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning
FreeCSL performs incomplete multi-view clustering by learning shared semantic prototypes across views and enhancing them with within-view graph structure, avoiding explicit imputation and alignment.