Class-incremental learning with causal relational replay

In Class-Incremental Learning (Class-IL), deep neural networks often fail to learn a sequence of classes incrementally due to catastrophic forgetting, a phenomenon arising from the absence of exposure to old knowledge. To alleviate this issue, conventional rehearsal methods, such as experience repla...

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Vydané v:	Expert systems with applications Ročník 250; s. 123901
Hlavní autori:	Nguyen, Toan, Kieu, Duc, Duong, Bao, Kieu, Tung, Do, Kien, Nguyen, Thin, Le, Bac
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 15.09.2024
Predmet:	Causality Incremental learning Relational learning Causality Relational learning Incremental learning
ISSN:	0957-4174
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