Huajin Hu

Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting

In long-term series forecasting (LTSF), it is imperative for models to adeptly discern and distill from historical time series data to forecast future states. Although Transformer-based models excel at capturing long-term dependencies in LTSF, their practical use is limited by issues like computatio…