FrAug: Frequency Domain Augmentation for Time Series Forecasting

Muxi Chen, Zhijian Xu, Ailing Zeng +1

Data augmentation (DA) has become a de facto solution to expand training data size for deep learning. With the proliferation of deep models for time series analysis, various time s…