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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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
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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 |