Shi GUO Young ResearcherShanghai AI Laboratory |
I am a Young Researcher at Shanghai AI Laboratory. I obtain my PhD degree at the Department of Computing, Hong Kong Polytechnic University supervised by Prof. Lei Zhang. I have received my Master degree at school of Computer Science and Technology, Harbin Institute of Technology, supervised by Prof. Wangmeng Zuo. I also received my Bachelor degree in the Honors School from Harbin Institute of Technology majoring in Automation.
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Event-Based Motion Magnification
Yutian Chen, Shi Guo† , Fangzheng Yu, Feng Zhang, Jinwei Gu, Tianfan Xue arXiv, 2024 Project page / Video / Paper Broad and cost-effective solution to magnify imperceptible high-frequency motion. |
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Toward Accurate and Temporally Consistent Video Restoration from Raw Data
Shi Guo , Jianqi Ma, Xi Yang, Zhengqiang Zhang, Lei Zhang arXiv, 2023 Paper |
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Spatial-Frequency Attention for Image Denoising
Shi Guo* , Hongwei Yong*, Xindong Zhang, Jianqi Ma, Lei Zhang arXiv, 2023 Paper Effectively enlarge the receptive field. |
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A differentiable two-stage alignment scheme for burst image reconstruction with large shift
Shi Guo , Xi Yang, Jianqi Ma, Gaofeng Ren, Lei Zhang CVPR, 2022 Paper / Code Improve restoration performance for images with large shift efficiently. |
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Joint denoising and demosaicking with green channel prior for real-world burst images
Shi Guo , Zhetong Liang, Lei Zhang TIP, 2021 Paper / Code |
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Toward convolutional blind denoising of real photographs
Shi Guo , Zifei Yan , Kai Zhang , Wangmeng Zuo , Lei Zhang CVPR, 2019, (900+ citation) Paper / Code Design noise model for real-world denoising. |
Reviewer CVPR, ICCV, ECCV, NeurIPS, ICLR, AAAI
Reviewer PAMI, TIP, PR