1 code implementation • 4 Feb 2024 • Yong liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long
Foundation models of time series have not been fully developed due to the limited availability of large-scale time series and the underexploration of scalable pre-training.
1 code implementation • 4 Feb 2024 • Yong liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long
Continuous progresses have been achieved as the emergence of large language models, exhibiting unprecedented ability in few-shot generalization, scalability, and task generality, which is however absent in time series models.