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Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification Journal article
Cai, Yuying, Li, Jinfeng, Liu, Baodi, Cao, Weijia, Chen, Honglong, Liu, Weifeng. Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification[J]. Neural Processing Letters, 2022.
Authors:  Cai, Yuying;  Li, Jinfeng;  Liu, Baodi;  Cao, Weijia;  Chen, Honglong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/2.4 | Submit date：2022/08/05
Dictionary Learning  Domain Adaptation  Maximum Mean Discrepancy (Mmd)  Nyström Method  Sparse Representation  
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization Journal article
Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou. COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization[J]. Neural Processing Letters, 2022, 54(6), 4735 - 4749.
Authors:  Xingjian Li;  Haoyi Xiong;  Haozhe An;  Chengzhong Xu;  Dejing Dou
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.6/2.4 | Submit date：2022/08/05
Deep Learning  Neural Networks  Soft Label  
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising Journal article
Ma,Ruijun, Zhang,Bob, Hu,Haifeng. Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising[J]. Neural Processing Letters, 2020, 51(3), 2669-2684.
Authors:  Ma,Ruijun;  Zhang,Bob;  Hu,Haifeng
Favorite | TC[WOS]:6 TC[Scopus]:10  IF:2.6/2.4 | Submit date：2021/03/11
Gaussian Pyramid  Generative Model  Image Denoising  Real-world Noisy Images  
Hessian Regularized Distance Metric Learning for People Re-Identification Journal article
Feng, Guanhua, Liu, Weifeng, Tao, Dapeng, Zhou, Yicong. Hessian Regularized Distance Metric Learning for People Re-Identification[J]. NEURAL PROCESSING LETTERS, 2019, 50, 2087-2100.
Authors:  Feng, Guanhua;  Liu, Weifeng;  Tao, Dapeng;  Zhou, Yicong
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:2.6/2.4 | Submit date：2022/05/17
Hessian Energy  Manifold Regularization  Metric Learning  Person Re-identification  
Domain Adaptation with Few Labeled Source Samples by Graph Regularization Journal article
Li, Jinfeng, Liu, Weifeng, Zhou, Yicong, Tao, Dapeng, Nie, Liqiang. Domain Adaptation with Few Labeled Source Samples by Graph Regularization[J]. Neural Processing Letters, 2019, 51(1), 23-39.
Authors:  Li, Jinfeng;  Liu, Weifeng;  Zhou, Yicong;  Tao, Dapeng;  Nie, Liqiang
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:2.6/2.4 | Submit date：2021/12/06
Domain Adaptation  Graph Regularization  Manifold Learning  Maximum Mean Discrepancy (Mmd)  Transfer Learning  
Automatic Medical Image Registration Based on an Integrated Method Combining Feature and Area Information Journal article
Xie, Jiucheng, Pun, Chi-Man, Pan, Zhaoqing, Gao, Hao, Wang, Baoyun. Automatic Medical Image Registration Based on an Integrated Method Combining Feature and Area Information[J]. NEURAL PROCESSING LETTERS, 2019, 49(1), 263-284.
Authors:  Xie, Jiucheng;  Pun, Chi-Man;  Pan, Zhaoqing;  Gao, Hao;  Wang, Baoyun
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:2.6/2.4 | Submit date：2019/05/21
Covariance matrix estimation with multi-regularization parameters based on MDL principle Journal article
Zhou X., Guo P., Chen C.L.P.. Covariance matrix estimation with multi-regularization parameters based on MDL principle[J]. Neural Processing Letters, 2013, 38(2), 227-238.
Authors:  Zhou X.;  Guo P.;  Chen C.L.P.
Favorite | TC[WOS]:5 TC[Scopus]:5 | Submit date：2019/02/11
Covariance Matrix Estimation  Gaussian Classifier  Minimum Description Length Principle  Multi-regularization Parameters Selection