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AGP-Net: Adaptive Graph Prior Network for Image Denoising Journal article
Jiang, Bo, Lu, Yao, Zhang, Bob, Lu, Guangming. AGP-Net: Adaptive Graph Prior Network for Image Denoising[J]. IEEE Transactions on Industrial Informatics, 2024, 20(3), 4753-4764.
Authors:  Jiang, Bo;  Lu, Yao;  Zhang, Bob;  Lu, Guangming
Favorite | TC[WOS]:3 TC[Scopus]:2  IF:11.7/11.4 | Submit date：2024/02/22
Adaptive Graph Prior Network (Agp-net)  Adaptive Systems  Economic Indicators  Graph Convolutional Networks (Gcns)  Graph Noise Prior (Gnp)  Graph Supplementary Prior (Gsp)  Image Denoising  Image Reconstruction  Noise Measurement  Noise Reduction  Transformer  Transformers  
QFormer: An Efficient Quaternion Transformer for Image Denoising Conference paper
Jiang, Bo, Lu, Yao, Lu, Guangming, Zhang, Bob. QFormer: An Efficient Quaternion Transformer for Image Denoising[C]:International Joint Conferences on Artificial Intelligence, 2024, 4237-4245.
Authors:  Jiang, Bo;  Lu, Yao;  Lu, Guangming;  Zhang, Bob
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Machine Learning  Ml  Knowledge-aided Learning  
Implicit Prompt Learning for Image Denoising Conference paper
Lu, Yao, Jiang, Bo, Lu, Guangming, Zhang, Bob. Implicit Prompt Learning for Image Denoising[C]:International Joint Conferences on Artificial Intelligence, 2024, 4678-4686.
Authors:  Lu, Yao;  Jiang, Bo;  Lu, Guangming;  Zhang, Bob
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Machine Learning  Knowledge-aided Learning  
Few-Shot Learning for Image Denoising Journal article
Jiang,Bo, Lu,Yao, Zhang,Bob, Lu,Guangming. Few-Shot Learning for Image Denoising[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 33(9), 4741 - 4753.
Authors:  Jiang,Bo;  Lu,Yao;  Zhang,Bob;  Lu,Guangming
Favorite | TC[WOS]:9 TC[Scopus]:13  IF:8.3/7.1 | Submit date：2023/08/03
Image Denoising  Few-shot Learning  Basic Feature Learner  Denoising Feature Inducer  Shared Image Reconstructor  Multi-scale Feature Recursive  
Innovative Contactless Palmprint Recognition System Based on Dual-Camera Alignment Journal article
Liang, Xu, Li, Zhaoqun, Fan, Dandan, Zhang, Bob, Lu, Guangming, Zhang, David. Innovative Contactless Palmprint Recognition System Based on Dual-Camera Alignment[J]. IEEE Transactions on Systems Man Cybernetics-Systems, 2022, 52(10), 6464-6476.
Authors:  Liang, Xu;  Li, Zhaoqun;  Fan, Dandan;  Zhang, Bob;  Lu, Guangming; et al.
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:8.6/8.7 | Submit date：2022/05/17
Bimodal Palm Alignment  Contactless Biometrics  Palmprint Recognition  Convolutional Neural Network (Cnn)  Palmprint Sensor  Ranging Sensor Calibration  
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Peng, Chong, Lu, Guangming, Zhou, Yicong. Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32(1), 92-104.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite | TC[WOS]:123 TC[Scopus]:125  IF:8.3/7.1 | Submit date：2022/02/22
Graph Learning  Low-rank  Multi-view Clustering  Tensor Approximation  
Partial Tubal Nuclear Norm Regularized Multi-view Learning Conference paper
Chen, Yongyong, Wang, Shuqin, Peng, Chong, Lu, Guangming, Zhou, Yicong. Partial Tubal Nuclear Norm Regularized Multi-view Learning[C], 2021, 1341-1349.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite | TC[WOS]:6 TC[Scopus]:6 | Submit date：2021/12/08
Clustering  Dimension Reduction  Low-rank Tensor  Multi-view Learning  
Highly shared Convolutional Neural Networks Journal article
Lu, Yao, Lu, Guangming, Zhou, Yicong, Li, Jinxing, Xu, Yuanrong, Zhang, David. Highly shared Convolutional Neural Networks[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 175, 114782.
Authors:  Lu, Yao;  Lu, Guangming;  Zhou, Yicong;  Li, Jinxing;  Xu, Yuanrong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2021/12/08
Cnns  Deep Learning  Group Convolutions  Highly Shared Convolutions  Hsc-nets  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
Li, Jinxing, Lu, Guangming, Zhang, Bob, You, Jane, Zhang, David. Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification[J]. IEEE Transactions on Cybernetics, 2021, 51(2), 534-547.
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:9.4/10.3 | Submit date：2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, David Zhang. Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks[J]. IEEE Transactions on Cybernetics, 2021, 52(10), 10827-10842.
Authors:  Yao Lu;  Zheng Zhang;  Guangming Lu;  Yicong Zhou;  Jinxing Li; et al.
Favorite | TC[WOS]:11 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training