Songgaojun Deng

Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Time series forecasting typically needs to address non-stationary data with evolving trend and seasonal patterns. To address the non-stationarity, reversible instance normalization has been recently proposed to alleviate impacts from the trend with certain statistical measures, e.g., mean and varian…