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A method and device for training classification models and data classification Patent
专利类型: 发明专利Invention,
Authors:  Kafeng Wang;  Chengzhong Xu;  Haoyi Xiong;  Xingjian Li;  Dejing Dou
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Deep Learning  Efficiency  Neural Network  Compression  Dynamic Computing  
Machine Learning in Real-Time Internet of Things Systems Journal article
IEEE Internet of Things Journal, 2022
Authors:  Jiang Bian;  Abdullah AI Arafat;  Haoyi Xiong;  Jing Li;  Li Li;  Hongyang Chen;  Dejing Dou;  Jun Wang;  Zhishan Guo
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Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey Journal article
IEEE Internet of Things Journal, 2022
Authors:  Bian, Jiang;  Arafat, Abdullah Al;  Xiong, Haoyi;  Li, Jing;  Li, Li;  Chen, Hongyang;  Wang, Jun;  Dou, Dejing;  Guo, Zhishan
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Deep Learning  Hardware  Internet Of Things  Internet Of Things  Machine Learning  Machine Learning Algorithms  Real-time Systems  Real-time Systems.  Scheduling  Scheduling Algorithms  Sensors  Task Analysis  
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization Journal article
Neural Processing Letters, 2022
Authors:  Li, Xingjian;  Xiong, Haoyi;  An, Haozhe;  Xu, Chengzhong;  Dou, Dejing
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Deep Learning  Neural Networks  Soft Label  
“In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation Journal article
ACM Transactions on Intelligent Systems and Technology, 2021,Volume: 12,Issue: 5,Page: 63:1-63:19
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Cheng-Zhong Xu;  Dejing Dou
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Transfer Learning  Knowledge Distillation  Ensemble Learning  
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021,Volume: 8,Issue: 22,Page: 16666-16679
Authors:  Kafeng Wang;  Haoyi Xiong;  Jie Zhang;  Hongyang Chen;  Dejing Dou;  Cheng-Zhong Xu
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Internet Of Vehicles (Iov)  Magnetic Sensing  Traffic Monitoring  Vehicle-type Classification  
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 16,Issue: 3,Page: 42:1-42:20
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Ji Liu;  Cheng-Zhong Xu;  Dejing Dou
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Trasfer Learning  Framework  Algorithms  Knowledge Distillation  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021,Volume: 8,Issue: 22,Page: 16666-16679
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing;  Xu,Cheng Zhong
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Internet Of Vehicles (Iov).  Magnetic Domains  Magnetic Sensing  Magnetic Sensors  Monitoring  Perpendicular Magnetic Anisotropy  Roads  Sensors  Time-frequency Analysis  Traffic Monitoring  Vehicle Type Classification  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
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Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
COMO: Efficient Deep Neural Networks Expansion With COnvolutional MaxOut Journal article
IEEE Transactions on Multimedia, 2020
Authors:  Zhao,Baoxin;  Xiong,Haoyi;  Bian,Jiang;  Guo,Zhishan;  Xu,Cheng Zhong;  Dou,Dejing
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Computer Architecture  Convolution  Convolutional Neural Networks  Deep Learning  Spatial Resolution  Transforms