6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2024
ProGen: Revisiting Probabilistic Spatial-Temporal Time Series Forecasting from a Continuous Generative Perspective Using Stochastic Differential Equations
Mingze Gong, Lei Chen, Jia Li
Accurate forecasting of spatiotemporal data remains challenging due to complex spatial dependencies and temporal dynamics. The inherent uncertainty and variability in such data oft…
cs.LG2023★ 6 cited
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation
Jia Li, Yanyan Shen, Lei Chen +1
The acquisition of accurate rainfall distribution in space is an important task in hydrological analysis and natural disaster pre-warning. However, it is impossible to install rain…