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Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based Method


Aug 19, 2021
Luoxiao Yang, Long Wang, Zijun Zhang


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PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction


Aug 05, 2021
Tiange Wang, Zijun Zhang, Kwok-Leung Tsui


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Automatic Detection of Rail Components via A Deep Convolutional Transformer Network


Aug 05, 2021
Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui


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Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method


Aug 05, 2021
Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui


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Neural Architecture Search for Joint Optimization of Predictive Power and Biological Knowledge


Sep 01, 2019
Zijun Zhang, Linqi Zhou, Liangke Gou, Ying Nian Wu

* 13 pages, 4 figures 

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Perceptual Generative Autoencoders


Jun 25, 2019
Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull


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Removing the Feature Correlation Effect of Multiplicative Noise


Sep 19, 2018
Zijun Zhang, Yining Zhang, Zongpeng Li


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Normalized Direction-preserving Adam


Sep 18, 2018
Zijun Zhang, Lin Ma, Zongpeng Li, Chuan Wu


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