Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
Figure 1: The pipeline of existing Transformer-based TSF solutions (Figure produced by Zeng et al. [1]) To compete against these transformer models, the authors proposed some “embarrassingly simple” models [1] that perform DMS predictions. Figure 2: Illustration of the basic DMS linear models