Search Results for author: Guang-Yu Zhang

Found 2 papers, 2 papers with code

Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction

1 code implementation24 Jan 2024 Hai-Xin Zhang, Dong Huang, Hua-Bao Ling, Guang-Yu Zhang, Wei-jun Sun, Zi-hao Wen

In this paper, we present a novel deep image clustering approach termed PICI, which enforces the partial information discrimination and the cross-level interaction in a joint learning framework.

Clustering Contrastive Learning +4

Seeking Commonness and Inconsistencies: A Jointly Smoothed Approach to Multi-view Subspace Clustering

1 code implementation15 Mar 2022 Xiaosha Cai, Dong Huang, Guang-Yu Zhang, Chang-Dong Wang

Second, many of them overlook the local structures of multiple views and cannot jointly leverage multiple local structures to enhance the subspace representation learning.

Clustering Multi-view Subspace Clustering +1

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