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FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief

Nov 30, 2020
Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang


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Dynamic Fusion based Federated Learning for COVID-19 Detection

Sep 26, 2020
Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu, Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Fei-Yue Wang


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Deep Ordinal Regression Forests

Aug 07, 2020
Haiping Zhu, Yuheng Zhang, Hongming Shan, Lingfu Che, Xiaoyang Xu, Junping Zhang, Jianbo Shi, Fei-Yue Wang


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Defining Digital Quadruplets in the Cyber-Physical-Social Space for Parallel Driving

Jul 26, 2020
Teng Liu, Yang Xing, Long Chen, Dongpu Cao, Fei-Yue Wang

* 10 pages, 11 figures. arXiv admin note: text overlap with arXiv:2007.10799 

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Digital Quadruplets for Cyber-Physical-Social Systems based Parallel Driving: From Concept to Applications

Jul 21, 2020
Teng Liu, Xing Yang, Hong Wang, Xiaolin Tang, Long Chen, Huilong Yu, Fei-Yue Wang

* 6 pages, 8 figures 

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GPO: Global Plane Optimization for Fast and Accurate Monocular SLAM Initialization

May 24, 2020
Sicong Du, Hengkai Guo, Yao Chen, Yilun Lin, Xiangbing Meng, Linfu Wen, Fei-Yue Wang

* Revised some minor errors. Accepted by ICRA 2020 

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Pillar in Pillar: Multi-Scale and Dynamic Feature Extraction for 3D Object Detection in Point Clouds

Dec 11, 2019
Yonglin Tian, Lichao Huang, Xuesong Li, Yuan Li, Zilei Wang, Fei-Yue Wang


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Adaptive and Azimuth-Aware Fusion Network of Multimodal Local Features for 3D Object Detection

Oct 10, 2019
Yonglin Tian, Kunfeng Wang, Yuang Wang, Yulin Tian, Zilei Wang, Fei-Yue Wang


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A Right-of-Way Based Strategy to Implement Safe and Efficient Driving at Non-Signalized Intersections for Automated Vehicles

Apr 22, 2019
Yadong Xing, Can Zhao, ZhiHeng Li, Yi Zhang, Li Li, Fei-Yue Wang, Xiao Wang, Yujing Wang, Yuelong Su, Dongpu Cao

* 6 pages, 7 figures 

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A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories

Mar 13, 2019
Xiuqin Shang, Dayong Shen, Fei-Yue Wang, Timo R. Nyberg

* accepted by IEEE/CAA Journal of Automatica Sinica 

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Parallel Medical Imaging: A New Data-Knowledge-Driven Evolutionary Framework for Medical Image Analysis

Mar 12, 2019
Chao Gou, Tianyu Shen, Wenbo Zheng, Oliver Kwan, Fei-Yue Wang


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Accelerating Minibatch Stochastic Gradient Descent using Typicality Sampling

Mar 11, 2019
Xinyu Peng, Li Li, Fei-Yue Wang

* 10 pages, 4 figures, for journal 

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An Efficient Deep Reinforcement Learning Model for Urban Traffic Control

Aug 24, 2018
Yilun Lin, Xingyuan Dai, Li Li, Fei-Yue Wang

* 10 pages, 8 figures 

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M4CD: A Robust Change Detection Method for Intelligent Visual Surveillance

Feb 14, 2018
Kunfeng Wang, Chao Gou, Fei-Yue Wang


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Scene-Specific Pedestrian Detection Based on Parallel Vision

Dec 23, 2017
Wenwen Zhang, Kunfeng Wang, Hua Qu, Jihong Zhao, Fei-Yue Wang

* To be published in IEEE ITSC 2017 

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Training and Testing Object Detectors with Virtual Images

Dec 22, 2017
Yonglin Tian, Xuan Li, Kunfeng Wang, Fei-Yue Wang

* To be published in IEEE/CAA Journal of Automatica Sinica 

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The ParallelEye Dataset: Constructing Large-Scale Artificial Scenes for Traffic Vision Research

Dec 22, 2017
Xuan Li, Kunfeng Wang, Yonglin Tian, Lan Yan, Fei-Yue Wang

* To be published in IEEE ITSC 2017 

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DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction

Jul 11, 2017
Xingyuan Dai, Rui Fu, Yilun Lin, Li Li, Fei-Yue Wang


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