SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling

Jiaxiang Dong, Haixu Wu, Haoran Zhang +3

Time series analysis is widely used in extensive areas. Recently, to reduce labeling expenses and benefit various tasks, self-supervised pre-training has attracted immense interest…