Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
trend on aperiodic data such as Exchange-Rate. These phenomena further indicate the inadequacy of existing Transformer-based solutions for the LTSF task. Many would argue however that this is unfair to transformers as attention mechanisms are usually good at preserving long-range information so