Deep one-class classification via interpolated Gaussian descriptor

One-class classification (OCC) aims to learn an effective data description to enclose all normal training samples and detect anomalies based on the deviation from the data description. Current state-of-the-art OCC models learn a compact normality description by hyper-sphere minimisation, but they of...

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Bibliographic Details
Main Authors: CHEN, Yuanhong, TIAN, Yu, PANG, Guansong, CARNEIRO, Gustavo
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/sis_research/7034
https://ink.library.smu.edu.sg/context/sis_research/article/8037/viewcontent/19915_Article_Text_23928_1_2_20220628.pdf
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Institution: Singapore Management University
Language: English

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