Knowing What to Learn : A Metric-Oriented Focal Mechanism for Image Captioning

Despite considerable progress, image captioning still suffers from the huge difference in quality between easy and hard examples, which is left unexploited in existing methods. To address this issue, we explore the hard example mining in image captioning, and propose a simple yet effective mechanism...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 01., Seite 4321-4335
1. Verfasser: Ji, Jiayi (VerfasserIn)
Weitere Verfasser: Ma, Yiwei, Sun, Xiaoshuai, Zhou, Yiyi, Wu, Yongjian, Ji, Rongrong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article