Time Series Generation with Masked Autoencoder

1 code implementation • 14 Jan 2022 • Mengyue Zha, SiuTim Wong, Mengqi Liu, Tong Zhang, Kani Chen

This paper shows that masked autoencoder with extrapolator (ExtraMAE) is a scalable self-supervised model for time series generation.

Data Augmentation Imputation +6