Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning

Replay-based methods in class-incremental learning~(CIL) have attained remarkable success. Despite their effectiveness, the inherent memory restriction results in saving a limited number of exemplars with poor diversity. In this paper, we introduce PESCR, a novel approach that substantially increase...

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Hauptverfasser:	Duan, Ruxiao, Liu, Yaoyao, Chen, Jieneng, Kortylewski, Adam, Yuille, Alan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
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