Deep Grassmannian multiview subspace clustering with contrastive learning

Deep Grassmannian multiview subspace clustering with contrastive learning

This paper investigated the problem of multiview subspace clustering, focusing on feature learning with submanifold structure and exploring the invariant representations of multiple views. A novel approach was proposed in this study, termed deep Grassmannian multiview subspace clustering with contra...

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Bibliographic Details
Main Authors: Rui Wang, Haiqiang Li, Chen Hu, Xiao-Jun Wu, Yingfang Bao
Format: Article
Language:English
Published: AIMS Press 2024-09-01
Series:Electronic Research Archive
Subjects:
multiview clustering
contrastive learning
grassmannian manifold
neural network
invariant representation
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2024252
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https://www.aimspress.com/article/doi/10.3934/era.2024252

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