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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
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  
Prediction of residual stress induced by laser shock processing based on artificial neural networks for FGH4095 superalloy 期刊论文
Materials Letters, 2021, 卷号: 286, 页码: 1-4
Authors:  Wu JJ(吴嘉俊);  Li YH(李营浩);  Zhao JB(赵吉宾);  Qiao HC(乔红超);  Lu Y(陆莹);  Sun BY(孙博宇);  Hu XL(胡宪亮);  Yang YQ(杨玉奇)
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Laser shock processing  FGH4095 superalloy  Artificial neural network  Residual stress  
ISTDet: An efficient end-to-end neural network for infrared small target detection 期刊论文
Infrared Physics and Technology, 2021, 卷号: 114, 页码: 1-8
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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Convolutional neural network  Small target detection  End-to-end  Infrared image  
Bayesian-based water leakage detection with a novel multisensor fusion method in a deep manned submersible 期刊论文
APPLIED OCEAN RESEARCH, 2021, 卷号: 106, 页码: 1-11
Authors:  Pan YJ(潘怡君);  Zheng ZY(郑泽宇);  Fu DZ(付殿峥)
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Information fusion  Bayesian  Sparse representation  Deep manned submersible  Water leakage detection  
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  
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  
Brain-Inspired Fast Saliency-Based Filtering Algorithm for Ship Detection in High-Resolution SAR Images 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021, 页码: 1-9
Authors:  Zhang PP(张盼盼);  Luo HB(罗海波);  Ju MR(鞠默然);  He M(何淼);  Chang Z(常铮);  Hui B(惠斌)
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Brain-inspired  deep neural networks (DNNs)  Fast Saliency-based Filtering algorithm (FSF)  filtering mechanisms  priority map  saliency map  
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  
光学与超声图像复原方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘鹏飞
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图像去模糊  高光谱重建  卷积神经网络  特征金字塔  特征迁移