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QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation Journal article
Deng, Zhengnan, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Huang, Zhixin, Liang, Zhixin. QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation[J]. Physics in Medicine and Biology, 2024, 69(1), 015014.
Authors:  Deng, Zhengnan;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.3/3.4 | Submit date:2024/02/22
Brain Tumor Segmentation  Lightweight  Mutual Learning  Quaternion Neural Networks  
Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery Journal article
Chen, Hao, Wang, Xian Bo, Li, Jia ming, Yang, Zhi Xin. Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024.
Authors:  Chen, Hao;  Wang, Xian Bo;  Li, Jia ming;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.7/11.4 | Submit date:2024/07/04
Attention Mechanism  Deep Learning  Fault Diagnosis  Fault Diagnosis  Feature Extraction  Informatics  Machinery  Mutual Information (Mi)  Rotating Machinery  Uncertainty  Vectors  Vibrations  
Fast Robust Capsule Network With Dynamic Pruning and Multiscale Mutual Information Maximization for Compound-Fault Diagnosis Journal article
Chen, Hao, Wang, Xian bo, Yang, Zhi Xin. Fast Robust Capsule Network With Dynamic Pruning and Multiscale Mutual Information Maximization for Compound-Fault Diagnosis[J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 28(2), 838-847.
Authors:  Chen, Hao;  Wang, Xian bo;  Yang, Zhi Xin
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:6.1/6.2 | Submit date:2023/01/30
Capsule Network  Deep Learning  Fault Diagnosis  Mutual Information  Rotating Machinery  
Improving deep learning on point cloud by maximizing mutual information across layers Journal article
Wang, Di, Tang, Lulu, Wang, Xu, Luo, Luqing, Yang, Zhi Xin. Improving deep learning on point cloud by maximizing mutual information across layers[J]. Pattern Recognition, 2022, 131, 108892.
Authors:  Wang, Di;  Tang, Lulu;  Wang, Xu;  Luo, Luqing;  Yang, Zhi Xin
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:7.5/7.6 | Submit date:2022/08/02
Deep Learning  3d Vision  Point Clouds  Mutual Information  
Mutual Information Maximization based Similarity Operation for 3D Point Cloud Completion Network Journal article
Wang, D., Tang, L., Zhu, L., Yang, Z. X.. Mutual Information Maximization based Similarity Operation for 3D Point Cloud Completion Network[J]. IEEE Signal Processing Letters, 2022, 29, 1217 - 1221.
Authors:  Wang, D.;  Tang, L.;  Zhu, L.;  Yang, Z. X.
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:3.2/3.4 | Submit date:2022/08/31
Point Cloud Completion  Deep Learning  Mutual Information Maximization  Local-to-global Reasoning  
InfoPCT: Mutual Information Maximization based Point Cloud Transformer Conference paper
Wang, Di, Yang, Zhixin. InfoPCT: Mutual Information Maximization based Point Cloud Transformer[C], 2022, 17-21.
Authors:  Wang, Di;  Yang, Zhixin
Favorite | TC[Scopus]:2 | Submit date:2022/08/05
3d Computer Vision  Deep Learning  Mutual Information Maximization  Point Cloud Transformer  
Robust face recognition via occlusion dictionary learning Journal article
Weihua Ou, Xinge You, Dacheng Tao, Pengyue Zhang, Yuanyan Tang, Ziqi Zhu. Robust face recognition via occlusion dictionary learning[J]. Pattern Recognition, 2014, 47(4), 1559-1572.
Authors:  Weihua Ou;  Xinge You;  Dacheng Tao;  Pengyue Zhang;  Yuanyan Tang; et al.
Favorite | TC[WOS]:152 TC[Scopus]:167  IF:7.5/7.6 | Submit date:2018/10/30
Face Recognition  Mutual Incoherence  Occlusion Dictionary Learning  Structured Sparse Representation