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Lifelong robotic visual-tactile perception learning 期刊论文
Pattern Recognition, 2022, 卷号: 121, 页码: 1-12
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Zhang T(张涛)
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Lifelong machine learning  Robotics Visual-tactile perception  Cross-modality learning  Multi-task learning  
Laser induced breakdown spectroscopy online monitoring of laser cleaning quality on carbon fiber reinforced plastic 期刊论文
Optics and Laser Technology, 2022, 卷号: 145, 页码: 1-10
Authors:  Wang WJ(王文举);  Sun LX(孙兰香);  Lu Y(陆莹);  Qi LF(齐立峰);  Wang W(汪为);  Qiao HC(乔红超)
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Carbon fiber reinforced polymer  Laser cleaning  Laser-induced breakdown spectroscopy  Real-time monitoring  
A novel attention-based domain adaptation model for intelligent bearing fault diagnosis under variable working conditions 期刊论文
MEASUREMENT SCIENCE AND TECHNOLOGY, 2022, 卷号: 33, 期号: 1, 页码: 1-17
Authors:  Wang Y(王煜);  Gao J(高洁);  Wang W(王伟);  Du JS(杜劲松);  Yang X(杨旭)
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domain adaptation  bearing fault diagnosis  adversarial network  attention mechanism  
Deep Retinex Network for Single Image Dehazing 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1100-1115
Authors:  Li PY(李鹏越);  Tian JD(田建东);  Tang YD(唐延东);  Wang GL(王国霖);  Wu CD(吴成东)
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Image dehazing  retinex theory  pixel-wise attention  image restoration  
GR-LOAM: LiDAR-based sensor fusion SLAM for ground robots on complex terrain 期刊论文
Robotics and Autonomous Systems, 2021, 卷号: 140, 页码: 1-13
Authors:  Su Y(苏赟);  Wang T(王挺);  Shao SL(邵士亮);  Yao C(姚辰);  Wang ZD(王志东)
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Simultaneous localization and mapping (SLAM)  Ground robot  Encoder  Sensor fusion  Tight coupling scheme  
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  
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 5, 页码: 2020-2033
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Yang YS(杨云生);  Xu XW(徐晓伟);  Ding ZM(丁正明)
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Weakly-supervised learning  endoscopic lesions segmentation  semantic knowledge transfer  domain adaptation  
Hybrid Connectionist Symbolic Model for Morphologic Recognition by Tactile Sensing 期刊论文
IEEE Sensors Journal, 2021, 卷号: 21, 期号: 5, 页码: 6497-6509
Authors:  He K(贺凯);  Yu P(于鹏);  Wang WX(王文学);  Zhao L(赵亮);  Yang T(杨铁);  Elhaj, Imad H.;  Liu LQ(刘连庆)
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Networked sensor fusion and decisions  soft computing with sensor data  sensor model analysis verification, smart sensor systems  
Online learning based underwater robotic thruster fault detection 期刊论文
Applied Sciences (Switzerland), 2021, 卷号: 11, 期号: 8, 页码: 1-29
Authors:  Xu, Gaofei;  Guo W(郭威);  Zhao Y(赵洋);  Zhou Y(周悦);  Zhang YL(张吟龙);  Liu, Xinyu;  Xu GP(徐高朋);  Li, Guangwei
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Adaptive fault detection  Online learning  Particle swarm optimization  Thruster system  Time delay estimation  Underwater robotic  
Differential evolution algorithm with dynamic multi-population applied to flexible job shop schedule 期刊论文
Engineering Optimization, 2021, 页码: 1-22
Authors:  Cao Y(曹阳);  Shi HB(史海波);  Chang DL(常大亮)
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Flexible job shop scheduling problem  differential evolution algorithm  multi-objective optimization  multiple subpopulations  strategy adaptation