Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining

The success of existing cross-modal retrieval (CMR) methods heavily rely on the assumption that the annotated cross-modal correspondence is faultless. In practice, however, the correspondence of some pairs would be inevitably contaminated during data collection or annotation, thus leading to the so-...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 02., Seite 2587-2598
1. Verfasser: Ma, Xinran (VerfasserIn)
Weitere Verfasser: Yang, Mouxing, Li, Yunfan, Hu, Peng, Lv, Jiancheng, Peng, Xi
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