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基于光源邻域信息的激发荧光断层重建算法研究 学位论文
, 中国科学院大学: 中国科学院大学, 2020
Authors:  孟慧
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光学分子影像  激发荧光断层成像  非局部全变分正则先验  自适应高 斯权重拉普拉斯正则先验  k 近邻局部连接网络  
The improved reconstruction of fluorescence molecular tomography via regularized doubly orthogonal matching pursuit method 专著
Hoston:SPIE, 2020
Authors:  Kong LX(孔令鑫)
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Color‐Guided Depth Map Super‐Resolution Using a Dual‐Branch Multi‐Scale Residual Network with Channel Interaction 期刊论文
Sensors, 2020, 卷号: 20, 期号: 6, 页码: 1560
Authors:  陈睿进;  高伟
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Depth Map  Super‐resolution  Guidance  Residual Network  Channel Interaction  
Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 801-812
Authors:  Wu, Xinxing;  Zhang, Junping;  Wang, Fei-Yue
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Big data  distributed learning algorithms  distributed simulations  generalization  
Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 835-845
Authors:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
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Convergence  Convex functions  Machine learning  Optimization methods  Linear programming  Cybernetics  Individual convergence  machine learning  mirror descent (MD) methods  regularized learning problems  stochastic gradient descent (SGD)  stochastic optimization  
Reconstruction for Fluorescence Molecular Tomography via Adaptive Group Orthogonal Matching Pursuit 期刊
创刊日期: 2020,
Sponsors:  Kong LX(孔令鑫)
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Reconstruction for Fluorescence Molecular Tomography via Adaptive Group Orthogonal Matching Pursuit 期刊论文
IEEE Transactions on Biomedical Engineering, 2020, 期号: 10.1109/TBME.2019.2963815, 页码: 1-12
Authors:  Lingxin Kong;  Yu An;  Qian Liang;  Lin Yin;  Yang Du;  Jie Tian
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adaptive group orthogonal matching pursuit  fluorescence molecular tomography  local spatial structured sparsity regularization  inverse problem  
基于深度哈希学习的视觉检索研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  王运波
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哈希学习,视觉检索  
行人分割与识别研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  宋纯锋
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行人图像分割,行人识别,步态识别,弱监督学习  
基于原型的在线自适应学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  沈媛媛
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在线半监督学习  在线主动学习  非遗忘学习  连续自适应  原型学习