Vocabulary-Informed Zero-Shot and Open-Set Learning

Despite significant progress in object categorization, in recent years, a number of important challenges remain; mainly, the ability to learn from limited labeled data and to recognize object classes within large, potentially open, set of labels. Zero-shot learning is one way of addressing these cha...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 12 vom: 14. Dez., Seite 3136-3152
1. Verfasser: Fu, Yanwei (VerfasserIn)
Weitere Verfasser: Wang, Xiaomei, Dong, Hanze, Jiang, Yu-Gang, Wang, Meng, Xue, Xiangyang, Sigal, Leonid
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2020
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't