PAMNet: Cycle-aware Phase-Amplitude Modulation Network for Multivariate Time Series Forecasting
arXiv:2605.02938v1 Announce Type: new
Abstract: Reliable periodic patterns serve as a fundamental basis for accurate multivariate time series forecasting. However, existing methods either implicitly extract periodicity through complex model architectu…