MixER: Mixup-Based Experience Replay for Online Class-Incremental Learning

Continual learning in the online class-incremental setting aims to learn new classes continuously from a consistent data stream while retaining the knowledge of old classes to prevent catastrophic forgetting. Traditional replay-based methods store and use old-class data to achieve this. However, the...

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Bibliographic Details

Main Authors:	Won-Seon Lim, Yu Zhou, Dae-Won Kim, Jaesung Lee
Format:	Artigo
Language:	Inglês
Published:	IEEE 2024-01-01
Series:	IEEE Access
Subjects:	Continual learning online learning replay-based learning mixup training
Online Access:	https://ieeexplore.ieee.org/document/10474005/
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