Shi GUO

Young Researcher

Shanghai AI Laboratory

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Short Bio

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.

Selected Publications

From Sim-to-Real: Toward General Event-based Low-Light Frame Interpolation with Per-scene Optimization
Ziran Zhang*, Yongrui Ma*, Yueting Chen, Feng Zhang, Jinwei Gu, Tianfan Xue†, Shi Guo†
SIGGRAPH Asia, 2024
Project page / Video / Paper / Code

Toward General Event-based Low-Light Frame Interpolation.

Event-Based Motion Magnification
Yutian Chen, Shi Guo† , Fangzheng Yu, Feng Zhang, Jinwei Gu, Tianfan Xue
ECCV, 2024
Project page / Video / Paper / Code

Broad and cost-effective solution to magnify imperceptible high-frequency motion.

TimeLens-XL: Real-time Event-based Video Frame Interpolation with Large Motion
Yongrui Ma, Shi Guo , Yutian Chen, Tianfan Xue, Jinwei Gu
ECCV, 2024
Project page / Code
Spatial-Frequency Attention for Image Denoising
Shi Guo* , Hongwei Yong*, Xindong Zhang, Jianqi Ma, Lei Zhang
arXiv, 2023
Paper

Effectively enlarge the receptive field.

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.

Joint denoising and demosaicking with green channel prior for real-world burst images
Shi Guo , Zhetong Liang, Lei Zhang
TIP, 2021
Paper / Code
Toward convolutional blind denoising of real photographs
Shi Guo , Zifei Yan , Kai Zhang , Wangmeng Zuo , Lei Zhang
CVPR, 2019, (1000+ citation)
Paper / Code

Design noise model for real-world denoising.

Academic Service and Challenge

Reviewer CVPR, ICCV, ECCV, NeurIPS, ICLR, AAAI
Reviewer PAMI, TIP, PR