7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Test-Time Compensated Representation Learning for Extreme Traffic Forecasting
Zhiwei Zhang, Weizhong Zhang, Yaowei Huang +1
Traffic forecasting is a challenging task due to the complex spatio-temporal correlations among traffic series. In this paper, we identify an underexplored problem in multivariate…
cs.LG2022★ 7 cited
Time Series Generation with Masked Autoencoder
Mengyue Zha, SiuTim Wong, Mengqi Liu +2
This paper shows that masked autoencoder with extrapolator (ExtraMAE) is a scalable self-supervised model for time series generation. ExtraMAE randomly masks some patches of the or…