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GPU-based parallel Shadow Features generation at neural system for improving gait human activity recognition Journal article
Multimedia Tools and Applications, 2021,Volume: 80,Page: 12293-12308
Authors:  Ricardo Brito;  Robert P. Biuk-Aghai;  Simon Fong
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Neural Networks  Shadow Features  Cuda  Gpu  Human Activity Recognition (Har)  
Linear Representation-Based Methods for Image Classification: A Survey Journal article
IEEE Access, 2020,Volume: 8,Page: 216645-216670
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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Image Classification  Linear Representation  Optimization  
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 11,Page: 4791-4805
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  You,Jane;  Xu,Yong;  Wu,Feng;  Zhang,David
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Asymmetric  Deep Learning  Hashing Learning  Point-to-angle  Triplet Loss  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings, Ireland, October 19–23, 2020
Authors:  Yajun Huang;  Jingbin Zhang;  Yiyang Yang;  Zhiguo Gong;  Zhifeng Hao
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Big Data  Graph Neural Networks  High-dimensional Data  Neural Networks  Semi-supervised Learning  Visualization  
The Power of Triply Complementary Priors for Image Compressive Sensing Conference paper
Proceedings - International Conference on Image Processing, ICIP, Abu Dhabi, United Arab Emirates, 25-28 Oct. 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Joey Tianyi Zhou;  Jiantao Zhou;  Bihan Wen;  Ce Zhu
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Deep Prior  Hybrid Plug-and-play  Image Cs  Non-local Self-similarity  Triply Complementary Priors  
Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8960-8975
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Ce Zhu
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Group Sparse Representation  Group Sparsity Residual Constraint  Image Restoration  Nonlocal Self-similarity  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 8,Page: 2847-2856
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
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Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
Weakly supervised fine-grained image classification via salient region localization and different layer feature fusion Journal article
Applied Sciences (Switzerland), 2020,Volume: 10,Issue: 13
Authors:  Chen,Fangxiong;  Huang,Guoheng;  Lan,Jiaying;  Wu,Yanhui;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
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Attention model  Different layer feature fusion  Fine-grained image classification  
Single and simultaneous fault diagnosis of gearbox via a semi-supervised and high-accuracy adversarial learning framework Journal article
Knowledge-Based Systems, 2020,Volume: 198
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Zhu,Jinxuan;  Zhang,Zihan
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Adversarial learning  Continuous wavelet transform  Fault diagnosis  Gearbox  Simultaneous  Single  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
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Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering