MHCN: A Hyperbolic Neural Network Model for Multi-view Hierarchical Clustering

no code implementations • ICCV 2023 • Fangfei Lin, Bing Bai, Yiwen Guo, Hao Chen, Yazhou Ren, Zenglin Xu

Multi-view hierarchical clustering (MCHC) plays a pivotal role in comprehending the structures within multi-view data, which hinges on the skillful interaction between hierarchical feature learning and comprehensive representation learning across multiple views.

Clustering MULTI-VIEW LEARNING +1

Contrastive Multi-view Hyperbolic Hierarchical Clustering

no code implementations • 5 May 2022 • Fangfei Lin, Bing Bai, Kun Bai, Yazhou Ren, Peng Zhao, Zenglin Xu

Then, we embed the representations into a hyperbolic space and optimize the hyperbolic embeddings via a continuous relaxation of hierarchical clustering loss.

Clustering