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Decoupling MaxLogit for Out-of-Distribution Detection

Zhang, ZH; Xiang, X

Xiang, X (通讯作者),Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Key Lab Image Proc & Intelligent Control, Minist Educ, Wuhan, Peoples R China.

2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR, 2023; (): 3388

Abstract

In machine learning, it is often observed that standard training outputs anomalously high confidence for both indistribution (ID) and out-of-distribut......

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