Xunlai Chen — accepted AI-conference papers

2024

DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting

Demin Yu, Xutao Li, Yunming Ye, Baoquan Zhang, Chuyao Luo, Kuai Dai +2

CVPR 2024poster

Precipitation nowcasting is an important spatio-temporal prediction task to predict the radar echoes sequences based on current observations which can serve both meteorological science and smart city applications. Due to the chaotic evolution nature of the precipitation systems it is a very challeng…

Cited by 27 Source ↗PDF ↗code ↗Scholar ↗

2023

MIMO Is All You Need：A Strong Multi-in-Multi-Out Baseline for Video Prediction

Shuliang Ning, Mengcheng Lan, Yanran Li, Chaofeng Chen, Qian Chen, Xunlai Chen +2

AAAI 2023technical

The mainstream of the existing approaches for video prediction builds up their models based on a Single-In-Single-Out (SISO) architecture, which takes the current frame as input to predict the next frame in a recursive manner. This way often leads to severe performance degradation when they try to e…

Cited by 24 Source ↗PDF ↗code ↗Scholar ↗