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Unified regularity measures for sample-wise learning and generalization

Chi Zhang Meng Yuan Xiaoning Ma Yu Liu Haoang Lu Le Wang Yuanqi Su Yuehu Liu

Visual Intelligence2024，Vol.2Issue(1)：P.488-507,20.

Visual Intelligence2024，Vol.2Issue(1)：P.488-507,20.DOI:10.1007/s44267-024-00069-4

Unified regularity measures for sample-wise learning and generalization

Chi Zhang ¹Meng Yuan ¹Xiaoning Ma ²Yu Liu ¹Haoang Lu ²Le Wang ¹Yuanqi Su ²Yuehu Liu¹

作者信息

1. Institute of Artificial Intelligence and Robotics,Xi’an Jiaotong University,Xi’an,710049,China National KeyLaboratory of Human-Machine Hybrid Augmented Intelligence,Xi’an Jiaotong University,Xi’an,710049,China National Engineering Research Center for Visual Information and Applications,Xi’an Jiaotong University,Xi’an,710049,China
2. School of Computer Science and Technology,Xi’an Jiaotong University,Xi’an,710049,China
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摘要

关键词

Network generalization/Memorization-generalization mechanism/Sample regularity/Forgetting events/Sample reweighting

分类

信息技术与安全科学

引用本文复制引用

Chi Zhang,Meng Yuan,Xiaoning Ma,Yu Liu,Haoang Lu,Le Wang,Yuanqi Su,Yuehu Liu..Unified regularity measures for sample-wise learning and generalization[J].Visual Intelligence,2024,2(1):P.488-507,20.

基金项目

supported by the National Natural Science Foundation of China(No.62202370). （No.62202370）

Visual Intelligence

ISSN：2097-3330

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