Adversarial Reciprocal Points Learning for Open Set Recognition

Open set recognition (OSR), aiming to simultaneously classify the seen classes and identify the unseen classes as 'unknown', is essential for reliable machine learning. The key challenge of OSR is how to reduce the empirical classification risk on the labeled known data and the open space...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 11 vom: 15. Nov., Seite 8065-8081
1. Verfasser:	Chen, Guangyao (VerfasserIn)
Weitere Verfasser:	Peng, Peixi, Wang, Xiangqian, Tian, Yonghong
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2022
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article