Empowering Time Series Analysis with Large-Scale Multimodal Pretraining

Peng Chen, Siyuan Wang, Shiyan Hu +7

While existing time series foundation models primarily rely on large-scale unimodal pretraining, they lack complementary modalities to enhance time series understanding. Building m…