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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  
Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
Authors:  Tang FZ(唐凤珍);  Fan ML(范孟灵);  Tino, Peter
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Generalized learning vector quantization (GLVQ)  learning vector quantization (LVQ)  Riemannian geodesic distances  Riemannian manifold  
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1439-1452
Authors:  Ren WH(任卫红);  Wang, Xinchao;  Tian JD(田建东);  Tang YD(唐延东);  Chan, Antoni B.
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People tracking  crowd density map  multiple people tracking  flow tracking  
Terahertz compressive imaging: understanding and improvement by a better strategy for data selection 期刊论文
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 2021, 页码: 1-10
Authors:  Xing CG(邢春贵);  Qi F(祁峰);  Liu ZY(刘朝阳);  Wang YL(汪业龙);  Guo SX(郭树旭)
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compressive sensing  experimental assessment  image quality enhancement  terahertz communication  terahertz imaging  
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)
Adobe PDF(14262Kb)  |  Favorite  |  View/Download:15/1  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
基于神经信号识别的颅内电极精准植入关键技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  曹蕾
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颅内电极精准植入  立体定向手术机器人  电极—组织交互  柔性植入路径规划  神经信号识别靶点  
基于前视声纳的水下环境地图构建方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  蒋敏
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水下机器人  前视声纳  声纳图像配准  声学闭环检测  声光双目  
面向复杂点云数据的3D目标识别技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘洪森
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3D目标识别技术  复杂点云场景  6-DOF位姿估计