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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  
面向移动机器人的室内环境物体语义主动获取与增量学习方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  韩小宁
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移动机器人  语义信息获取  物体发现  主动物体识别  类别增量学习  
多源数据异常检测及应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  侯冬冬
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异常检测  工业数据  时序数据  视频数据  多视图数据  
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  
Recurrent Generative Adversarial Network for Face Completion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 429-442
Authors:  Wang Q(王强);  Fan HJ(范慧杰);  Sun G(孙干);  Ren WH(任卫红);  Tang YD(唐延东)
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Face  Feature extraction  Recurrent neural networks  Generative adversarial networks  Semantics  Image restoration  Gallium nitride  Recurrent neural network  generative adversarial network  face completion  short link  
iCmSC: Incomplete Cross-Modal Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
Authors:  Wang QQ(王倩倩);  Lian, Huanhuan;  Sun G(孙干);  Gao QX(高全学);  Jiao, Licheng
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Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
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:200/16  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
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  
一种融入注意力和预测的特征选择SLAM算法 期刊论文
智能系统学报, 2021, 卷号: 16, 期号: 6, 页码: 1039-1044
Authors:  曾毓菁;  姜勇
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即时定位与地图创建  视觉  注意力  预测  特征选择  logdet度量  延迟求值  贪婪算法  信息矩阵  
Robust 3-D Object Recognition via View-Specific Constraint 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 11, 页码: 7109-7119
Authors:  Liu HS(刘洪森);  Cong Y(丛杨);  Sun G(孙干);  Tang YD(唐延东)
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three-dimensional (3-D) object recognition  robotics bin-picking  view specific constraint  voting strategy