Independency‐enhancing adversarial active learning

Abstract The core idea of active learning is to obtain higher model performance with less annotation cost. This paper proposes an independency‐enhancing adversarial active learning method. Independency‐enhancing adversarial active learning is different from the previous methods and pays more attenti...

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Bibliographic Details
Main Authors: Jifeng Guo, Zhiqi Pang, Miaoyuan Bai, Yanbang Xiao, Jian Zhang
Format: Article
Language:English
Published: Wiley 2023-04-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12724