FDNet: Focal Decomposed Network for efficient, robust and practical time series forecasting

Li Shen, Yuning Wei, Yangzhu Wang, Huaxin Qiu

Abstract: Highlights•Novel decomposed forecasting formula.•Efficient network with simple linear projection layers and 2D convolutions.•Focal input sequence decomposition method.•Better performances than thirteen baselines on six benchmarks.