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20242026
most citedWavelet-based Disentangled Adaptive Normalization for Non-stationary Times Series Forecasting

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cs.CV2026

VETime: Vision Enhanced Zero-Shot Time Series Anomaly Detection

Yingyuan Yang, Tian Lan, Yifei Gao +5

Time-series anomaly detection (TSAD) requires identifying both immediate Point Anomalies and long-range Context Anomalies. However, existing foundation models face a fundamental tr…