Class Incremental Learning Method Integrating Balance Weight and Self-supervision

In view of the catastrophic forgetting phenomenon of knowledge in class incremental learning in image classification, the existing class incremental learning methods focus on the correction of the unbalanced offset of the model classification layer, ignoring the offset of the model feature layer, an...

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Bibliographic Details
Main Author: GONG Jiayi, XU Xinlei, XIAO Ting, WANG Zhe
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-02-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2212055.pdf