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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  
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]:1 | Submit date：2024/10/10
Machine Learning  Knowledge-aided Learning  
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]:2 | Submit date：2024/10/10
Machine Learning  Ml  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]:11 TC[Scopus]:15  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]:130 TC[Scopus]:135  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]:6 TC[Scopus]:7  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]:13 TC[Scopus]:15  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]:9  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