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Causal Reinforcement Learning: An Instrumental Variable Approach


Mar 06, 2021
Jin Li, Ye Luo, Xiaowei Zhang

* main body: 38 pages; supplemental material: 58 pages 

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Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks


Mar 03, 2021
Shiqing Fan, Ye Luo

* 10 pages, 4 figures, appear in International Conference on Digital Signal Processing (ICDSP) 2021 

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An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks


Mar 03, 2021
Shiqing Fan, Ye Luo

* 10 pages, 4 figures, appear in International Conference on Compute and Data Analysis (ICCDA) 2021 

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Min-Max-Plus Neural Networks


Feb 12, 2021
Ye Luo, Shiqing Fan

* 21 pages, 5 figures 

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L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation


Feb 11, 2021
Jiahao Xie, Sheng Zhang, Jianwei Lu, Ye Luo


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Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation


Nov 08, 2020
Guokai Zhang, Xiaoang Shen, Ye Luo, Jihao Luo, Zeju Wang, Weigang Wang, Binghui Zhao, Jianwei Lu

* 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 

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Adaptive Discrete Smoothing for High-Dimensional and Nonlinear Panel Data


Jan 03, 2020
Xi Chen, Ye Luo, Martin Spindler

* 18 pages, 1 figure, 6 tables 

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Estimation and Inference of Treatment Effects with $L_2$-Boosting in High-Dimensional Settings


Dec 31, 2017
Ye Luo, Martin Spindler

* 17 pages, 1 figure 

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High-Dimensional $L_2$Boosting: Rate of Convergence


Nov 05, 2016
Ye Luo, Martin Spindler

* 19 pages, 4 tables; AMS 2000 subject classifications: Primary 62J05, 62J07, 41A25; secondary 49M15, 68Q32 

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Detecting "Smart" Spammers On Social Network: A Topic Model Approach


Jun 09, 2016
Linqing Liu, Yao Lu, Ye Luo, Renxian Zhang, Laurent Itti, Jianwei Lu

* NAACL-HLT 2016, Student Research Workshop 

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