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10/05/2022
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis
Time series analysis is of immense importance in extensive applications,...
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05/28/2022
Non-stationary Transformers: Rethinking the Stationarity in Time Series Forecasting
Transformers have shown great power in time series forecasting due to th...
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10/06/2021
Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
Unsupervisedly detecting anomaly points in time series is challenging, w...
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03/17/2021
