Entity-Graph Enhanced Cross-Modal Pretraining for Instance-Level Product Retrieval

Our goal in this research is to study a more realistic environment in which we can conduct weakly-supervised multi-modal instance-level product retrieval for fine-grained product categories. We first contribute the Product1M datasets and define two real practical instance-level retrieval tasks that...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 11 vom: 30. Nov., Seite 13117-13133
1. Verfasser: Dong, Xiao (VerfasserIn)
Weitere Verfasser: Zhan, Xunlin, Wei, Yunchao, Wei, Xiaoyong, Wang, Yaowei, Lu, Minlong, Cao, Xiaochun, Liang, Xiaodan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article