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Robust Depth Completion with Uncertainty-Driven Loss Functions



Yufan Zhu , Weisheng Dong , Leida Li , Jinjian Wu , Xin Li , Guangming Shi

* accepted by AAAI2022 

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



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



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



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



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



Qian Ning , Weisheng Dong , Guangming Shi , Leida Li , Xin Li


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



Hancheng Zhu , Leida Li , Jinjian Wu , Weisheng Dong , Guangming Shi


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