IOSL: Incremental Open Set Learning

Class incremental learning (CIL) has drawn wide attention in academic researches. However, most existing methods cannot be applied to some practical scenarios in which unknown classes occur during the inference stage. To solve this problem, we target a more challenging and realistic setting: Increme...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2024-04, Vol.34 (4), p.1-1
Hauptverfasser:	Ma, Bingtao, Cong, Yang, Ren, Yu
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation models Class incremental learning Classification Extraterrestrial measurements Feature extraction Learning Open set recognition Prototypes Risk Robots Task analysis Training
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