Zongben Xu

1. Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal
   2015/03/02 by Jian Sun, Wenfei Cao, Sun, Jian +5 · 1 voice · 13 citations
   #cs.CV
2. Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN
   2018/09/12 by Heran Yang, Jian Sun, Yang, Heran +11 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
3. Model-Driven Deep Learning for Physical Layer Communications
   2018/09/17 by Hengtao He, Shi Jin, He, Hengtao +9 · 6 citations
   Computer Science · #Wireless Signal Modulation Classification
4. Convergence of multi-block Bregman ADMM for nonconvex composite problems
   2015/05/12 by Fenghui Wang, Wenfei Cao, Wang, Fenghui +3 · 6 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Advanced Adaptive Filtering Techniques
5. Convergence of Bregman alternating direction method with multipliers for nonconvex composite problems
   2014/10/31 by Fenghui Wang, Wang, Fenghui, Zongben Xu +3 · 5 citations
   Computer Science · Engineering · Mathematics · #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
6. CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning
   2022/02/11 by Jun Shu, Shu, Jun, Xiang Yuan +5 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
7. ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI
   2017/05/19 by Yan Yang, Yang, Yan, Jian Sun +5 · 2 citations
   Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques
8. Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution
   2020/07/10 by Jing Yao, Danfeng Hong, Yao, Jing +9 · 2 citations
   Engineering · #Advanced Image Fusion Techniques #Remote-Sensing Image Classification #Photoacoustic and Ultrasonic Imaging
9. Neural networks for convex hull computation
   1997/05/01 by Yee Leung, Jiang-She Zhang, Jiangshe Zhang +2 · 1 citation
   Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Computational Geometry and Mesh Generation #Medical Image Segmentation Techniques
10. Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net
    2019/01/10 by Qi Xie, Xie, Qi, Minghao Zhou +9 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Remote-Sensing Image Classification
11. Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting
    2019/02/20 by Jun Shu, Shu, Jun, Qi Xie +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
12. Learning to Search for MIMO Detection
    2019/09/17 by Jianyong Sun, Sun, Jianyong, Yiqing Zhang +5 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
13. Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER)
    2023/07/15 by Xunmeng Wu, Wu, Xunmeng, Zai Yang +3 · 1 citation
    Computer Science · Engineering · #Blind Source Separation Techniques #Direction-of-Arrival Estimation Techniques #FOS: Electrical engineering #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
14. On the Optimal Solution of Weighted Nuclear Norm Minimization
    2014/05/23 by Qi Xie, Deyu Meng, Xie, Qi +11 · 1 citation
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Image and Signal Denoising Methods #Advanced SAR Imaging Techniques
15. Meta Transition Adaptation for Robust Deep Learning with Noisy Labels
    2020/06/10 by Jun Shu, Qian Zhao, Shu, Jun +5 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Water Systems and Optimization
16. Low-Complexity Algorithms for Multichannel Spectral Super-Resolution
    2024/11/17 by Xunmeng Wu, Wu, Xunmeng, Zai Yang +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #FOS: Mathematics #Image and Signal Denoising Methods #Optical Systems and Laser Technology #Optimization and Control (math.OC) #Spectroscopy Techniques in Biomedical and Chemical Research
17. Harnessing the Potential of Optimizing Data Mixtures via Bayesian Domain Reweighting
    2026/07/30 by Xiang Yuan, Kaiqing Lei, Zhenyu Jin +3
    Computer Science · #cs.LG
18. Flash EQ-Linear: Accelerating Equivariant Linear Layers via Group-wise Discrete Fourier Transform
    2026/07/23 by Zhongchen Zhao, Jixin Wang, Qi Xie +4
    #cs.CV