Weakly-supervised deep anomaly detection with pairwise relation learning
This paper studies a rarely explored but critical anomaly detection problem: weakly-supervised anomaly detection with limited labeled anomalies and a large unlabeled data set. This problem is very important because it (i) enables anomalyinformed modeling which helps identify anomalies of interests a...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2019
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7025 https://ink.library.smu.edu.sg/context/sis_research/article/8028/viewcontent/1910.13601v1.pdf |
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| Institution: | Singapore Management University |
| Language: | English |