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01/10/2019
Deep Learning for Anomaly Detection: A Survey
Anomaly detection is an important problem that has been well-studied wit...
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04/13/2018
Group Anomaly Detection using Deep Generative Models
Unlike conventional anomaly detection research that focuses on point ano...
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02/18/2018
Anomaly Detection using One-Class Neural Networks
We propose a one-class neural network (OC-NN) model to detect anomalies ...
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04/22/2017
Robust, Deep and Inductive Anomaly Detection
PCA is a classical statistical technique whose simplicity and maturity h...
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11/25/2016