Dualformer: Time-Frequency Dual Domain Learning for Long-term Time Series Forecasting

Jingjing Bai, Yoshinobu Kawahara

Transformer-based models, despite their promise for long-term time series forecasting (LTSF), suffer from an inherent low-pass filtering effect that limits their effectiveness. Thi…