GBT: Two-stage transformer framework for non-stationary time series forecasting

Li Shen, Yuning Wei, Yangzhu Wang

Abstract: Highlights•A novel two-stage time series forecasting Transformer.•Target at non-stationary time series.•General to couple with other forecasting networks.•Extensive experiments with twelve baselines on eight benchmarks.