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基于表示学习的人脸数据分析 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  王晓波
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人脸数据分析  人脸聚类  人脸识别  子空间聚类  字典学习  深度学习  
Groupwise Retargeted Least-Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1352-1358
Authors:  Wang, Lingfeng;  Pan, Chunhong
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Groupwise  Least-squares Regression (Lsr)  Multicategory Classification  Retargeted Least-squares Regression (Relsr)  
Co-Referenced Subspace Clustering 会议论文
, San Diego, USA, July 23-27, 2018
Authors:  Xiaobo Wang;  Zhen Lei;  Hailin Shi;  Xiaojie Guo;  Xiangyu Zhu;  Stan Z. Li
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Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
Authors:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
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Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
RoDLSR: Robust discriminative least squares regression model for multi-category classification 会议论文
, New Orleans, USA, 2017-3-5
Authors:  Lingfeng Wang;  Shuaizheng Liu;  Chunhong Pan
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SDE: A novel selective, discriminative and equalizing feature representation for visual recognition 期刊论文
International Journal of Computer Vision (IJCV), 2017, 卷号: 124, 期号: 2, 页码: 145~168
Authors:  Guo-Sen Xie;  Xu-Yao Zhang;  Shuicheng Yan;  Cheng-Lin Liu
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Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multicategory Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2711-2717
Authors:  Wang, Lingfeng;  Zhang, Xu-Yao;  Pan, Chunhong
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Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification  
Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
Authors:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
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Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Transformation invariant subspace clustering 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 59, 期号: doi:10.1016/j.patcog.2016.02.006, 页码: 142-155
Authors:  Li, Qi;  Sun, Zhenan;  Lin, Zhouchen;  He, Ran;  Tan, Tieniu
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Transformation  Subspace Clustering  Joint Alignment And Clustering  
基于深度学习的图像识别算法研究 学位论文
, 北京: 中国科学院研究生院, 2016
Authors:  谢国森
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卷积神经网络  图像识别  特征表示  汇聚  双层优化  部件