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Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
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Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors:  Sun G(孙干);  Cong Y(丛杨);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明);  Yu HB(于海斌)
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Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
Monocular 3D Detection with Geometric Constraint Embedding and Semi-supervised Training 期刊论文
IEEE Robotics and Automation Letters, 2021, 页码: 1-8
Authors:  Li PX(李培玄);  Zhao HC(赵怀慈)
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Object Detection  Segmentation and Categorization  Autonomous Vehicle Navigation  Computer Vision for Automation  
Progress in Nanorobotics for Advancing Biomedicine 期刊论文
IEEE Transactions on Biomedical Engineering, 2021, 卷号: 68, 期号: 1, 页码: 130-147
Authors:  Li M(李密);  Wang YC(王越超);  Liu LQ(刘连庆)
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Nanorobot  molecular machine  nanomotor  DNA nanorobotics  nanomanipulator  
MBNN: A Multi-Branch Neural Network Capable of Utilizing Industrial Sample Unbalance for Fast Inference 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 2, 页码: 1809-1819
Authors:  Wang QZ(王其朝);  Wang K(王锴);  Li Q(李庆);  Yang, Zuye;  Jin, Guangshu;  Wang H(王宏)
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Fault diagnosis  Neural networks  Complexity theory  Computational modeling  Sensors  Optimization  Real-time systems  Neural network architecture  fault diagnosis  fast inference  unbalance sample  
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 页码: 1-12
Authors:  Li, Jingxiong;  Wang, Yaqi;  Wang, Shuai;  Wang, Jun;  Liu J(刘军);  Jin, Qun;  Sun LL(孙玲玲)
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COVID-19  X-ray Radiology  Multiscale Attention  Convolutional Neural Network  
Semantic mapping for mobile robots in indoor scenes: A survey 期刊论文
Information (Switzerland), 2021, 卷号: 12, 期号: 2, 页码: 1-14
Authors:  Han XN(韩小宁);  Li SL(李帅龙);  Wang XH(王晓辉)
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Acquisition of semantic information  Indoor scenes  Map representation  Mobile robots  Semantic mapping  
A real-time small target detection network 期刊论文
Signal, Image and Video Processing, 2021, 页码: 1-9
Authors:  Ju MR(鞠默然);  Luo JN(罗江宁);  Liu GQ(刘广琦);  Luo HB(罗海波)
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Small target detection  Deep convolutional neural network  Receptive feld  Data preprocessing  
Monocular 3D object detection using dual quadric for autonomous driving 期刊论文
Neurocomputing, 2021, 卷号: 441, 页码: 151-160
Authors:  Li PX(李培玄);  Zhao HC(赵怀慈)
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3D object detection  Dual quadric  Ellipsoid  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
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Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness