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面向图像的域自适应学习方法与医疗应用研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  田磊
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域自适应学习  迁移学习  分布适配  跨域标签传播  子空间学习  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
Authors:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
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Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Partial Domain Adaptation by Progressive Sample Learning of Shared Classes 期刊论文
Neural Processing Letters, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lei, Tian;  Yongqiang, Tang;  Wensheng, Zhang
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Partial domain adaptation  Domain adaptation  Transfer learning  Self-paced learning  Low-dimensional subspace learning  
Ship Detection in High-Resolution Optical Remote Sensing Images Aided by Saliency Information 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 期号: 0, 页码: 0
Authors:  Zhida, Ren;  Yongqiang, Tang;  Zewen, He;  Lei, Tian;  Yang, Yang;  Wensheng, Zhang
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Deep learning  ship detection  saliency detection  high-resolution optical images  remote sensing  
Deep convolutional self-paced clustering 期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 15
Authors:  Chen, Rui;  Tang, Yongqiang;  Tian, Lei;  Zhang, Caixia;  Zhang, Wensheng
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Deep clustering  Convolutional autoencoder  Local structure preservation  Self-paced learning  
Self-centralized jointly sparse maximum margin criterion for robust dimensionality reduction 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 206, 页码: 15
Authors:  Hu, Liangchen;  Xu, Jingke;  Tian, Lei;  Zhang, Wensheng
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Maximum margin criterion  Robustness  Adaptive centroid  L-1,L-2-norm sparsity  Dimensionality reduction  
Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 9703-9718
Authors:  Tian, Lei;  Tang, Yongqiang;  Hu, Liangchen;  Ren, Zhida;  Zhang, Wensheng
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Domain adaptation  class centroid matching  local manifold self-learning  
两阶段领域自适应学习 期刊论文
模式识别与人工智能, 2019, 卷号: 32, 期号: 9, 页码: 773-784
Authors:  田磊;  唐永强;  张文生
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领域自适应  两阶段学习  边缘分布适配  条件分布适配  判别信息保留