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Learning Safe Neural Network Controllers with Barrier Certificates


Sep 18, 2020
Hengjun Zhao, Xia Zeng, Taolue Chen, Zhiming Liu, Jim Woodcock


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Out-of-Distribution Detection with Distance Guarantee in Deep Generative Models


Feb 09, 2020
Yufeng Zhang, Wanwei Liu, Zhenbang Chen, Ji Wang, Zhiming Liu, Kenli Li, Hongmei Wei, Zuoning Chen


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Deep Learning with Long Short-Term Memory for Time Series Prediction


Oct 24, 2018
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li, Xianfu Chen, Zhiming Liu, Honggang Zhang

* 9 pages, 5 figures, 14 references 

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Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory


Apr 03, 2018
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li, Xianfu Chen, Zhiming Liu, Honggang Zhang

* 6 pages, 9 figures 

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