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

arXiv:2609.24229v1 Announce Type: new Abstract: Long-term time series forecasting has made significant progress by leveraging multi-scale information to capture hierarchical temporal patterns and model long-range dependencies. However, temporal downsampling in