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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)
 Adobe PDF(4768Kb) |  Favorite | View/Download：33/2 | Submit date：2021/01/17
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)
Adobe PDF(2443Kb) | Favorite | View/Download：25/1 | Submit date：2021/01/24
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)
Adobe PDF(1323Kb) | Favorite | View/Download：165/6 | Submit date：2021/01/24
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)
Adobe PDF(5570Kb) | Favorite | View/Download：22/0 | Submit date：2021/02/14
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)
Adobe PDF(3732Kb) | Favorite | View/Download：54/1 | Submit date：2021/02/27
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)
Adobe PDF(14262Kb) | Favorite | View/Download：19/2 | Submit date：2021/02/27
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)
Adobe PDF(1943Kb) | Favorite | View/Download：5/0 | Submit date：2021/02/27
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)
Adobe PDF(12329Kb) | Favorite | View/Download：11/0 | Submit date：2021/02/27
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)
Adobe PDF(3569Kb) | Favorite | View/Download：43/3 | Submit date：2021/02/27
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
Adobe PDF(5122Kb) | Favorite | View/Download：55/9 | Submit date：2020/12/18
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 |
