Filter then Attend: Improving attention-based Time Series Forecasting with Spectral Filtering

Elisha Dayag, Nhat Thanh Van Tran, Jack Xin

Transformer-based models are at the forefront in long time-series forecasting (LTSF). While in many cases, these models are able to achieve state of the art results, they suffer fr…