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Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions


Sep 09, 2021
Yang Wu, Dingheng Wang, Xiaotong Lu, Fan Yang, Guoqi Li, Weisheng Dong, Jianbo Shi


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Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Architecture Search


May 09, 2021
Han Huang, Li Shen, Chaoyang He, Weisheng Dong, Haozhi Huang, Guangming Shi


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Searching Efficient Model-guided Deep Network for Image Denoising


Apr 06, 2021
Qian Ning, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi

* 15 pages 

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Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging


Mar 30, 2021
Tao Huang, Weisheng Dong, Xin Yuan, Jinjian Wu, Guangming Shi

* 10 pages, 8 figures, CVPR 2021 

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Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network


Sep 14, 2020
Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li


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MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment


Apr 11, 2020
Hancheng Zhu, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi


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Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding


Jul 18, 2018
Weisheng Dong, Zhangxi Yan, Xin Li, Guangming Shi


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ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning


Jan 31, 2018
Xiaotong Lu, Weisheng Dong, Peiyao Wang, Guangming Shi, Xuemei Xie


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Denoising Prior Driven Deep Neural Network for Image Restoration


Jan 21, 2018
Weisheng Dong, Peiyao Wang, Wotao Yin, Guangming Shi, Fangfang Wu, Xiaotong Lu


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Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization


Dec 06, 2010
Weisheng Dong, Lei Zhang, Guangming Shi, Xiaolin Wu

* 35 pages. This paper is under review in IEEE TIP 

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