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Peng Jin

Senior member, IEEE

OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion


Nov 04, 2021
Chengyuan Deng, Yinan Feng, Shihang Feng, Peng Jin, Xitong Zhang, Qili Zeng, Youzuo Lin


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Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop


Oct 14, 2021
Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin


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Learning on Abstract Domains: A New Approach for Verifiable Guarantee in Reinforcement Learning


Jun 13, 2021
Peng Jin, Min Zhang, Jianwen Li, Li Han, Xuejun Wen

* 14 pages, 7 figures 

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Robust Kalman filter-based dynamic state estimation of natural gas pipeline networks


Feb 26, 2021
Liang Chen, Peng Jin, Jing Yang, Yang Li, Yi Song

* Accepted by Mathematical Problems in Engineering 

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Artificial Intelligence Enabled Traffic Monitoring System


Oct 02, 2020
Vishal Mandal, Abdul Rashid Mussah, Peng Jin, Yaw Adu-Gyamfi


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Distributional Discrepancy: A Metric for Unconditional Text Generation


May 04, 2020
Ping Cai, Xingyuan Chen, Peng Jin, Hongjun Wang, Tianrui Li


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A Discriminator Improves Unconditional Text Generation without Updating the Generator


Apr 09, 2020
Xingyuan Chen, Ping Cai, Peng Jin, Hongjun Wang, Xinyu Dai, Jiajun Chen


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PID: A New Benchmark Dataset to Classify and Densify Pavement Distresses


Oct 20, 2019
Hamed Majidifard, Peng Jin, Yaw Adu-Gyamfi, William G. Buttlar


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The Detection of Distributional Discrepancy for Text Generation


Sep 28, 2019
Xingyuan Chen, Ping Cai, Peng Jin, Haokun Du, Hongjun Wang, Xingyu Dai, Jiajun Chen


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Adversarial Sub-sequence for Text Generation


May 30, 2019
Xingyuan Chen, Yanzhe Li, Peng Jin, Jiuhua Zhang, Xinyu Dai, Jiajun Chen, Gang Song


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Restricted Boltzmann Machines with Gaussian Visible Units Guided by Pairwise Constraints


Jan 13, 2017
Jielei Chu, Hongjun Wang, Hua Meng, Peng Jin, Tianrui Li

* 13pages 

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