VARMA-Enhanced Transformer for Time Series Forecasting

Jiajun Song, Xiaoou Liu

Transformer-based models have significantly advanced time series forecasting. Recent work, like the Cross-Attention-only Time Series transformer (CATS), shows that removing self-at…