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  1. No Access

    Article

    Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting

    Due to the considerable computational demands of physics-based numerical weather prediction, especially when modeling fine-grained spatio-temporal atmospheric phenomena, deep learning methods offer an advantag...

    Baowen Xu, Xuelei Wang, **gwei Li, Chengbao Liu in Machine Learning (2024)

  2. No Access

    Chapter and Conference Paper

    Social-CVAE: Pedestrian Trajectory Prediction Using Conditional Variational Auto-Encoder

    Pedestrian trajectory prediction is a fundamental task in applications such as autonomous driving, robot navigation, and advanced video surveillance. Since human motion behavior is inherently unpredictable, re...

    Baowen Xu, Xuelei Wang, Shuo Li, **gwei Li, Chengbao Liu in Neural Information Processing (2024)

  3. No Access

    Chapter and Conference Paper

    Fault Diagnosis and Knowledge Extraction Using Fast Logical Analysis of Data with Multiple Rules Discovery Ability

    Data-based explanatory fault diagnosis methods are of great practical significance to modern industrial systems due to their clear elaborations of the cause and effect relationship. Based on Boolean logic, log...

    **wei Bai, Jie Tan, Xuelei Wang in Intelligence Science II (2018)