D-PAD: Deep-Shallow Multi-Frequency Patterns Disentangling for Time Series Forecasting

Xiaobing Yuan, Ling Chen

In time series forecasting, effectively disentangling intricate temporal patterns is crucial. While recent works endeavor to combine decomposition techniques with deep learning, mu…