Zongben Xu

Deep ADMM-Net for compressive sensing MRI

Yan Yang, Jian Sun, Huibin Li et al. · Neural Information Processing Systems · 2016 · 949 citations

Image Reconstruction, Engineering, Data Science +16

ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing

Yan Yang, Jian Sun, Huibin Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 855 citations

Engineering, Machine Learning, Autoencoders +18

Image Inpainting by Patch Propagation Using Patch Sparsity

Zongben Xu, Jian Sun · IEEE Transactions on Image Processing · 2010 · 528 citations

Engineering, Image Analysis, Pattern Recognition +19

Model-Driven Deep Learning for Physical Layer Communications

Hengtao He, Shi Jin, Chao-Kai Wen et al. · IEEE Wireless Communications · 2019 · 458 citations

Engineering, Machine Learning, Machine Learning Model +10

Semi-Supervised Transfer Learning for Image Rain Removal

Wei Wei, Deyu Meng, Qian Zhao et al. · 2019 · 451 citations

Convolutional Neural Network, Engineering, Machine Learning +18