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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:199/16  |  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  
Accurate and Fast Image Denoising via Attention Guided Scaling 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 6255-6265
Authors:  Zhang, Yulun;  Li, Kunpeng;  Li, Kai;  Sun G(孙干);  Kong, Yu;  Fu Y(付昀)
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Image denoising  Noise measurement  Training  Noise reduction  Generative adversarial networks  Visualization  Task analysis  Image denoising  attention guided scaling  feature collection and distribution  object recognition  semantic segmentation  
Evolving Metric Learning for Incremental and Decremental Features 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 页码: 1-13
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Zhang T(张涛);  Tang X(唐旭);  Xu XW(徐晓伟)
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Data models  Extraterrestrial measurements  Feature extraction  instance and feature evolutions  low-rank constraint  Measurement  Online metric learning  Optimization  Robot sensing systems  smoothed Wasserstein distance  Task analysis