Nonparametric Clustering-Guided Cross-View Contrastive Learning for Partially View-Aligned Representation Learning

With the increasing availability of multi-view data, multi-view representation learning has emerged as a prominent research area. However, collecting strictly view-aligned data is usually expensive, and learning from both aligned and unaligned data can be more practicable. Therefore, Partially View-...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 22., Seite 6158-6172
1. Verfasser: Qian, Shengsheng (VerfasserIn)
Weitere Verfasser: Xue, Dizhan, Hu, Jun, Zhang, Huaiwen, Xu, Changsheng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article