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talreiss / Mean-Shifted-Anomaly-Detection

Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)
https://arxiv.org/pdf/2106.03844.pdf
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Online #13

Closed Mrforeman1 closed 1 year ago

Mrforeman1 commented 1 year ago

Can this anomaly detection be used in real time online, or is it just for a complete data set.

talreiss commented 1 year ago

Yes, please refer to the 'Detection scoring function' section of the paper. We can see that significant inference time improvement can be achieved for a small loss of accuracy when reducing the the gallery samples via k-means.