Harmonized Multimodal Learning with Gaussian Process Latent Variable Models

Multimodal learning aims to discover the relationship between multiple modalities. It has become an important research topic due to extensive multimodal applications such as cross-modal retrieval. This paper attempts to address the modality heterogeneity problem based on Gaussian process latent vari...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 3 vom: 29. März, Seite 858-872
1. Verfasser:	Song, Guoli (VerfasserIn)
Weitere Verfasser:	Wang, Shuhui, Huang, Qingming, Tian, Qi
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2021
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't