Causality-Invariant Interactive Mining for Cross-Modal Similarity Learning

In the real world, how to effectively learn consistent similarity measurement across different modalities is essential. Most of the existing similarity learning methods cannot deal well with cross-modal data due to the modality gap and have obvious performance degeneration when applied to cross-moda...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 9 vom: 21. Sept., Seite 6216-6230
1. Verfasser:	Yan, Jiexi (VerfasserIn)
Weitere Verfasser:	Deng, Cheng, Huang, Heng, Liu, Wei
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2024
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article