CAPMix combines CutAddPaste anomaly injection, DTW-based label revision, and dual-space mixup to improve time-series anomaly detection, reporting gains over prior methods on five benchmarks.
Deep contrastive one-class time series anomaly detection,
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CAPMix: Robust KPI Anomaly Detection for AIOps in Noisy and Dynamic Environments
CAPMix combines CutAddPaste anomaly injection, DTW-based label revision, and dual-space mixup to improve time-series anomaly detection, reporting gains over prior methods on five benchmarks.