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Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
Authors:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
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Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 837-854
Authors:  Zhenyu Li;  Zehui Chen;  Xianming Liu;  Junjun Jiang
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Autonomous driving, 3D reconstruction, monocular depth estimation, Transformer, convolution  
MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150
Authors:  Qian Hu;  Jiayi Ma;  Yuan Gao;  Junjun Jiang;  Yixuan Yuan
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Compressive imaging  deep unfolding network hyperspectral image  
Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors:  Jiayi Ma;  Kaining Zhang;  Junjun Jiang
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Feature matching  locality preserving matching  loop closure detection  SLAM  
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:  Xinya Wang;  Jiayi Ma;  Junjun Jiang
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Blind super-resolution  contrastive learning  deep learning  image super-resolution (SR)  
Self-Supervised Monocular Depth Estimation via Discrete Strategy and Uncertainty 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1307-1310
Authors:  Zhenyu Li;  Junjun Jiang;  Xianming Liu
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Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1087-1090
Authors:  Kaining Zhang;  Jiayi Ma;  Junjun Jiang
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BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 878-892
Authors:  Pengwei Liang;  Junjun Jiang;  Xianming Liu;  Jiayi Ma
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Blur kernel  convolutional neural networks (CNNs)  defocus deblurring  dual-pixel (DP) data  meta-learning  
Multi-Correlation Filters With Triangle-Structure Constraints for Object Tracking 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 5, 页码: 1122-1134
Authors:  Ruan, Weijian;  Chen, Jun;  Wu, Yi;  Wang, Jinqiao;  Liang, Chao;  Hu, Ruimin;  Jiang, Junjun
Favorite  |  View/Download:317/0  |  Submit date:2019/07/11
Correlation filters  partial occlusions  triangle structure  high energy  high integrity  
Face image super-resolution through locality-induced support regression 期刊论文
Signal Processing, 2014, 期号: 103, 页码: 168-183
Authors:  Junjun Jiang;  Ruimin Hu;  Chao Liang;  Zhen Han;  Chunjie Zhang
View  |  Adobe PDF(5003Kb)  |  Favorite  |  View/Download:314/107  |  Submit date:2017/09/19
Super-resolution  Face Image  Support Regression  Manifold Learning