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Deep Neural Network Modeling of Unknown Partial Differential Equations in Nodal Space

Jun 07, 2021
Zhen Chen, Victor Churchill, Kailiang Wu, Dongbin Xiu

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Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising

May 24, 2021
Dongbo Xi, Zhen Chen, Peng Yan, Yinger Zhang, Yongchun Zhu, Fuzhen Zhuang, Yu Chen

* accepted by KDD21 

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Data-driven learning of non-autonomous systems

Jun 02, 2020
Tong Qin, Zhen Chen, John Jakeman, Dongbin Xiu

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Methods to Recover Unknown Processes in Partial Differential Equations Using Data

Mar 05, 2020
Zhen Chen, Kailiang Wu, Dongbin Xiu

* 21 pages, 11 figures 

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On generalized residue network for deep learning of unknown dynamical systems

Jan 23, 2020
Zhen Chen, Dongbin Xiu

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Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation

Jan 12, 2020
Xiaoqing Guo, Zhen Chen, Yixuan Yuan

* IEEE International Symposium on Biomedical Imaging (ISBI 2020) 
* 4 pages, 4 figures 

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Parameterized Synthetic Image Data Set for Fisheye Lens

Nov 12, 2018
Zhen Chen, Anthimos Georgiadis

* 2018 5th International Conference on Information Science and Control Engineering 

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Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification

Feb 03, 2018
Yeeleng S. Vang, Zhen Chen, Xiaohui Xie

* 8 pages, 2 figures, 3 tables, ICIAR2018 workshop 

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