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Continual learning via dynamic expandable task-specific and general representations

delete2026-08-28
delete0
PRE
AI
Q
Qihe Liu
Y
yongcheng zhong
F
Fei Ye *
A
Adrian G. Borş
J
Jingling Sun
R
Rongyao Hu
S
Shijie Zhou
DOI：10.1016/j.knosys.2026.116851delete
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摘要

摘要

En 中文
• 一种新颖的双骨架结构提供通用和任务特定的信息。 • 一种新颖的CEA方法捕获所有已见任务间的共享信息。 • 一种新颖的PBA方法促进新任务学习。 • 一种新颖的COM鼓励模型捕获不同的语义信息。
Keyword:
Continual learning
Dynamic expansion model
Adaptive regularization optimization

期刊

K
Knowledge-Based Systems
IF:
7.6
论文数:
1.3W
被引数:
4.5W

机构

U
university of electronic science and technology of china
学者数:
1.3W
论文数: 4.8K
被引数: 4
U
University of York
学者数:
1.3K
论文数: 707
被引数: 2.5W
引用论文

引用论文

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