most citedMemory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction

7 citations · 11 across the 2 of their papers we have counts for

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cs.LG2021★ 7 cited

Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction

Qinfeng Xiao, Shikuan Shao, Jing Wang

Detecting anomalies for multivariate time-series without manual supervision continues a challenging problem due to the increased scale of dimensions and complexity of today's IT mo…