Wenbo LI 李文博

Ph.D. Candidate

Dept. of Computer Science and Engineering
The Chinese University of Hong Kong
Shatin, NT, Hong Kong

Email: wenboli AT cse DOT cuhk DOT edu DOT hk

Biography

I am currently a final-year (2019-now) Ph.D. student in the Department of Computer Science and Engineering, the Chinese University of Hong Kong, under the supervision of Prof. Jiaya Jia. Prior to that, I received my Bachelor and Master degrees from Shanghai Jiao Tong University. My research interests lie primarily in computer vision and machine learning. I have done some works about super-resolution, inpainting, denoising, deblurring and frame interpolation.

News

[03/2023] Two papers are accepted by CVPR 2023.
[07/2022] One paper is accepted by ECCV 2022.
[06/2022] Our MAT is selected in the CVPR 2022 Best Paper Finalists.

Selected Publications [Google Scholar]

	Image Inpainting via Iteratively Decoupled Probabilistic Modeling Wenbo Li, Xin Yu, Kun Zhou, Yibing Song, Zhe Lin, Jiaya Jia arXiv:2212.02963 [paper\|code]
	On Efficient Transformer-Based Image Pre-training for Low-level Vision Wenbo Li, Xin Lu, Jiangbo Lu, Xiangyu Zhang, Jiaya Jia arXiv:2112.10175 [paper\|code]
	MAT: Mask-Aware Transformer for Large Hole Image Inpainting Wenbo Li, Zhe Lin, Kun Zhou, Lu Qi, Yi Wang, Jiaya Jia IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (Best Paper Finalists, Oral) [paper\|code\|Media Report\|Slides\|Poster]
	Best-Buddy GANs for Highly Detailed Image Super-Resolution Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Jiangbo Lu, Jiaya Jia Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022 (Oral) [paper\|code]
	LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-resolution and Beyond Wenbo Li, Kun Zhou, Lu Qi, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia Advances in Neural Information Processing Systems (NeurIPS) 2020 [paper\|code]
	MuCAN: Multi-correspondence Aggregation Network for Video Super-Resolution Wenbo Li, Xin Tao, Taian Guo, Lu Qi, Jiangbo Lu, Jiaya Jia European Conference on Computer Vision (ECCV) 2020 [paper\|code]
	Rethinking on multi-stage networks for human pose estimation Wenbo Li, Zhicheng Wang, Binyi Yin, Qixiang Peng, Yuming Du, Tianzi Xiao, Gang Yu, Hongtao Lu, Yichen Wei, Jian Sun Champion of ECCV 2018 COCO Keypoint Detection Challenge [paper\|code]
	NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou, Wenbo Li, Yi Wang, Tao Hu, Nianjuan Jiang, Xiaoguang Han, Jiangbo Lu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 [project\|paper]
	Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation Kun Zhou, Wenbo Li, Xiaoguang Han, Jiangbo Lu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 [paper]
	Revisiting Temporal Alignment for Video Restoration Kun Zhou, Wenbo Li, Liying Lu, Xiaoguang Han, Jiangbo Lu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 [paper\|code]
	MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution Liying Lu, Wenbo Li, Xin Tao, Jiangbo Lu, Jiaya Jia IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 [paper\|code]
	Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi European Conference on Computer Vision (ECCV) 2022 [project\|code]
	Video Demoireing with Relation-Based Temporal Consistency Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 [paper\|code]

Honors and Awards

Champion of AIM 2019 Challenge on Video Extreme Super-Resolution
Chanpion of ECCV 2018 COCO Keypoint Detection Challenge
Outstanding Graduate, SJTU
Academic Excellence Scholarship, SJTU
Wish Enterprise Scholarship, SJTU
Fushou Li Enterprise Scholarship, SJTU

Teaching

Discrete Mathemathics for Engineers [ENGG2440A]
Computers and Society [CSCI3250]

Academic Service

Journal Reviewer:

Conference Reviewer:

	Image Inpainting via Iteratively Decoupled Probabilistic Modeling Wenbo Li, Xin Yu, Kun Zhou, Yibing Song, Zhe Lin, Jiaya Jia arXiv:2212.02963 [paper\|code]
	On Efficient Transformer-Based Image Pre-training for Low-level Vision Wenbo Li, Xin Lu, Jiangbo Lu, Xiangyu Zhang, Jiaya Jia arXiv:2112.10175 [paper\|code]
	MAT: Mask-Aware Transformer for Large Hole Image Inpainting Wenbo Li, Zhe Lin, Kun Zhou, Lu Qi, Yi Wang, Jiaya Jia IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (Best Paper Finalists, Oral) [paper\|code\|Media Report\|Slides\|Poster]
	Best-Buddy GANs for Highly Detailed Image Super-Resolution Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Jiangbo Lu, Jiaya Jia Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022 (Oral) [paper\|code]
	LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-resolution and Beyond Wenbo Li, Kun Zhou, Lu Qi, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia Advances in Neural Information Processing Systems (NeurIPS) 2020 [paper\|code]
	MuCAN: Multi-correspondence Aggregation Network for Video Super-Resolution Wenbo Li, Xin Tao, Taian Guo, Lu Qi, Jiangbo Lu, Jiaya Jia European Conference on Computer Vision (ECCV) 2020 [paper\|code]
	Rethinking on multi-stage networks for human pose estimation Wenbo Li, Zhicheng Wang, Binyi Yin, Qixiang Peng, Yuming Du, Tianzi Xiao, Gang Yu, Hongtao Lu, Yichen Wei, Jian Sun Champion of ECCV 2018 COCO Keypoint Detection Challenge [paper\|code]
	NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou, Wenbo Li, Yi Wang, Tao Hu, Nianjuan Jiang, Xiaoguang Han, Jiangbo Lu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 [project\|paper]
	Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation Kun Zhou, Wenbo Li, Xiaoguang Han, Jiangbo Lu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 [paper]
	Revisiting Temporal Alignment for Video Restoration Kun Zhou, Wenbo Li, Liying Lu, Xiaoguang Han, Jiangbo Lu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 [paper\|code]
	MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution Liying Lu, Wenbo Li, Xin Tao, Jiangbo Lu, Jiaya Jia IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 [paper\|code]
	Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi European Conference on Computer Vision (ECCV) 2022 [project\|code]
	Video Demoireing with Relation-Based Temporal Consistency Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 [paper\|code]