7.1k citations · 8.9k across the 43 of their papers we have counts for
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Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks
Lin Sun, Kui Jia, Dit-Yan Yeung +1
Human actions in video sequences are three-dimensional (3D) spatio-temporal signals characterizing both the visual appearance and motion dynamics of the involved humans and objects…
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Zhourong Chen, Hao Wang +3
The goal of precipitation nowcasting is to predict the future rainfall intensity in a local region over a relatively short period of time. Very few previous studies have examined t…
Understanding and Diagnosing Visual Tracking Systems
Naiyan Wang, Jianping Shi, Dit-Yan Yeung +1
Several benchmark datasets for visual tracking research have been proposed in recent years. Despite their usefulness, whether they are sufficient for understanding and diagnosing t…
DRS: Dynamic Resource Scheduling for Real-Time Analytics over Fast Streams
Tom Z. J. Fu, Jianbing Ding, Richard T. B. Ma +3
In a data stream management system (DSMS), users register continuous queries, and receive result updates as data arrive and expire. We focus on applications with real-time constrai…