Deep Spectral Representation Learning From Multi-View Data

Multi-view representation learning (MvRL) aims to learn a consensus representation from diverse sources or domains to facilitate downstream tasks such as clustering, retrieval, and classification. Due to the limited representative capacity of the adopted shallow models, most existing MvRL methods ma...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 03., Seite 5352-5362
1. Verfasser: Huang, Zhenyu (VerfasserIn)
Weitere Verfasser: Zhou, Joey Tianyi, Zhu, Hongyuan, Zhang, Changqing, Lv, Jiancheng, Peng, Xi
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article