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CoRe: Learning compact representation with prior-guided initialization

delete2026-01-09
delete0
PRE
AI
Y
Yu Song
J
Junshan Xie
J
Jing Zhang
张
张世华 (Shihua Zhang)
D
Deyu Meng
杨晓辉 封面图
杨晓辉 (Xiaohui Yang)
L
Lili Yang
DOI：10.1016/j.patcog.2026.113040delete
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摘要

摘要

En 中文
• 开发了一种基于先验引导的初始化方法，以准确估计紧凑表示并保留信息。 • 揭示残差设计为CoRe模块的特殊情况，为残差有效性提供了见解。 • 每个组件映射到CoRe方法，使CoRe模块具有可追溯性。 • CoRe模块能够灵活适应不同的架构和任务。 • CoRe可以在不增加额外参数的情况下替换组件，或以最小的开销进行添加。

期刊

Pattern Recognition 封面图
Pattern Recognition
IF:
7.6
论文数:
1.3W
被引数:
4.5W

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H
Henan University
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S
Southern University of Science and Technology
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C
Chinese Academy of Sciences
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3.9W
论文数: 1.5W
被引数: 58.4W
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