most citedCARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly Detection

142 citations · 142 across the 1 of their papers we have counts for

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1 paper

cs.LG2023★ 142 cited

CARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly Detection

Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan +2

One main challenge in time series anomaly detection (TSAD) is the lack of labelled data in many real-life scenarios. Most of the existing anomaly detection methods focus on learnin…