Yongrui Ma

Welcoe to Yongrui Ma's Homepage

I am a second-year Ph.D. student at the Computer Science and Engineering Department of The Chinese University of Hong Kong, supervised by Prof. Jinwei Gu, and fortunately, I work with Prof. Tianfan Xue.

I obtained my bachelor's degree from the Nanjing University of Aeronautics and Astronautics in 2017 and my master's degree from McMaster University in 2019, supervised by Prof. Jun Chen. I then joined TETRAS.AI from the fall of 2019 to the fall of 2023 as a full-time computer vision researcher, proposing solutions for video quality enhancement. Our movie quality enhancement (video super-resolution and video frame interpolation) solution has been adopted by the China Film Group Corporation for high-quality movie production and has benefitted 100+ movies.

Publications:

Ziran Zhang, Yongrui Ma, Feng Zhang, Jinwei Gu, Tianfan Xue, Shi Guo, "From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization", SIGGRAPH Asia, 2024.

* denotes equally contribution

[Paper, Project, ]

Yongrui Ma, Shi Guo, Yutian Chen, Tianfan Xue, Jinwei Gu, "TimeLens-XL: Real-time Event-based Video Frame Interpolation with Large Motion", European Conference on Computer Vision (ECCV), 2024.

[Paper, Project, Video, DataSet]

Xiangyu Xu, Yongrui Ma, Wenxiu Sun, "Learning Factorized Weight Matrix for Joint Filtering", International Conference on Machine Learning (ICML), 2020.

[Paper, Project]

Xiangyu Xu, Yongrui Ma, Wenxiu Sun, and Ming-Hsuan Yang, "Exploiting Raw Images for Real-Scene Super-Resolution", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.

[Paper, Project]

Xiaohong Liu, Yongrui Ma, Zhihao Shi, Jun Chen, "GridDehazeNet: Attention-Based Multi-Scale ", IEEE International Conference on Computer Vision (ICCV), 2019.

* denotes equally contribution

[Paper, Code]

Xiangyu Xu, Yongrui Ma, Wenxiu Sun, "Towards Real Scene Super-Resolution with Raw Images", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

[Paper, Project]

Professional Service

Conference Reviewer: CVPR, ECCV, WACV, ACCV
Journal Reviewer: TPAMI

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Welcoe to Yongrui Ma's Homepage

Publications:

*Ziran Zhang, *Yongrui Ma, Feng Zhang, Jinwei Gu, Tianfan Xue, Shi Guo, "From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization", SIGGRAPH Asia, 2024.

[Paper, Project, ]

Yongrui Ma, Shi Guo, Yutian Chen, Tianfan Xue, Jinwei Gu, "TimeLens-XL: Real-time Event-based Video Frame Interpolation with Large Motion", European Conference on Computer Vision (ECCV), 2024.

[Paper, Project, Video, DataSet]

Xiangyu Xu, Yongrui Ma, Wenxiu Sun, "Learning Factorized Weight Matrix for Joint Filtering", International Conference on Machine Learning (ICML), 2020.

[Paper, Project]

Xiangyu Xu, Yongrui Ma, Wenxiu Sun, and Ming-Hsuan Yang, "Exploiting Raw Images for Real-Scene Super-Resolution", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.

[Paper, Project]

*Xiaohong Liu, *Yongrui Ma, Zhihao Shi, Jun Chen, "GridDehazeNet: Attention-Based Multi-Scale ", IEEE International Conference on Computer Vision (ICCV), 2019.

[Paper, Code]

Xiangyu Xu, Yongrui Ma, Wenxiu Sun, "Towards Real Scene Super-Resolution with Raw Images", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

[Paper, Project]

Professional Service

Ziran Zhang, Yongrui Ma, Feng Zhang, Jinwei Gu, Tianfan Xue, Shi Guo, "From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization", SIGGRAPH Asia, 2024.

Xiaohong Liu, Yongrui Ma, Zhihao Shi, Jun Chen, "GridDehazeNet: Attention-Based Multi-Scale ", IEEE International Conference on Computer Vision (ICCV), 2019.