Recovering Lost Details: Multi-Scale Frequency Compensation for Long-Term Time Series Forecasting

Runmin Zou, Siyi Xie, Yaohui Huang +1

Long-term time series forecasting has made significant progress by leveraging multi-scale information to capture hierarchical temporal patterns and model long-range dependencies. H…