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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  
一种基于多源数据的信息可信度检测与评价系统 专利
专利类型: 发明, 专利号: CN112836505A, 公开日期: 2021-05-25,
Inventors:  丛杨;  董家华;  孙干
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一种基于多源数据可信度的智能推荐系统 专利
专利类型: 发明, 专利号: CN112836038A, 公开日期: 2021-05-25,
Inventors:  丛杨;  董家华;  孙干
Adobe PDF(1038Kb)  |  Favorite  |  View/Download:22/1  |  Submit date:2021/06/23
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  
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  
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)
Adobe PDF(2354Kb)  |  Favorite  |  View/Download:35/1  |  Submit date:2021/08/03
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