Deep Long-Tailed Learning : A Survey

Deep long-tailed learning, one of the most challenging problems in visual recognition, aims to train well-performing deep models from a large number of images that follow a long-tailed class distribution. In the last decade, deep learning has emerged as a powerful recognition model for learning high...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 9 vom: 19. Sept., Seite 10795-10816
1. Verfasser: Zhang, Yifan (VerfasserIn)
Weitere Verfasser: Kang, Bingyi, Hooi, Bryan, Yan, Shuicheng, Feng, Jiashi
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article