Lei Zhang Chair
Professor of Computer Vision and Image Analysis Fellow of IEEE Office: PQ816 I am also with OPPO Research Institute. |
|
Education
3/1998~10/2001 |
PhD |
Dept. of Automatic Control,
Northwestern Polytechnical University,
Xi'an, China. |
9/1995~3/1998 |
M.Sc |
Dept. of Automatic Control,
Northwestern Polytechnical University,
Xi'an, China. |
9/1991~7/1995 |
B.Sc |
Dept. of Aeronautical
Engineering, Shenyang
Inst. of Aeronautical Engineering, Shenyang, China. |
Work Experience
7/2017~present |
Chair Professor, Dept. of
Computing, Hong Kong Polytechnic University, Hong Kong. |
7/2015~6/2017 |
Professor, Dept. of
Computing, Hong Kong Polytechnic University, Hong Kong. |
9/2010~6/2015 |
Associate Professor, Dept.
of Computing, Hong Kong Polytechnic University, Hong Kong. |
1/2006~8/2010 |
Assistant Professor, Dept. of
Computing, Hong Kong Polytechnic University, Hong Kong. |
1/2003~1/2006 |
Postdoctoral Fellow, Dept. of Electrical and Computer
Engineering, McMaster University,
Canada. |
1/2001~1/2003 |
Research
Assistant/Associate, Dept. of Computing, Hong Kong Polytechnic University,
Hong Kong. |
Visual Computing Lab (our
mission): Y learning and beyond: for future visual enhancement and
understanding. |
My Google Scholar Citation Profile:
http://scholar.google.com/citations?user=tAK5l1IAAAAJ
|
|
News
1. "Restore Any Image Model (RAIM) in the Wild: An NTIRE
Challenge in Conjunction with CVPR 2024" is ongoing!!! Please visit here for details and
participation! |
2.
PhD
Student, Research Assistant/Associate and Postdoc positions on Image/Video
Restoration/Enhancement, Diffusion Models, Vision-Language Models,
Segmentation, etc., are
available. Please send me your CV if you have interest. |
3.
Research
Interns on Diffusion Models, Vision-Language Models, Image Enhancement,
Segmentation, etc., are
available at OPPO Research Institute. Please send me your CV if you have
interest. |
4.
I've
been selected as a "Clarivate
Analytics Highly Cited Researcher"
from 2015 to 2023. (https://clarivate.com/hcr). |
Newly accepted
1.
M.
Li, S. Li, X. Zhang, L. Zhang, "UniVS: Unified
and Universal Video Segmentation with Prompts as Queries," in CVPR 2024.
(paper) (code) |
2.
Y.
Yuan, W. Li, J. Liu, D. Tang, X. Luo, C. Qin, L. Zhang and J. Zhu, "Osprey:
Pixel Understanding with Visual Instruction Tuning," in CVPR 2024. (paper) (code) |
3.
R.
Wu, T. Yang, L. Sun, Z. Zhang, S. Li, L. Zhang, "SeeSR: Towards
Semantics-Aware Real-World Image Super-Resolution," in CVPR 2024. (paper) (code) (See also the related work of PASD.) |
4.
Y. Zhang, W. Zhu, H. Tang, Z. Ma, K. Zhou, L. Zhang,
"Dual Memory Networks: A Versatile Adaptation Approach for
Vision-Language Models," in CVPR 2024. (paper) (code) |
5.
J.
Li, Z. Chen, X. Wu, L. Wang, B. Wang, L. Zhang, "Neural Super-Resolution
for Real-time Rendering with Radiance Demodulation," in CVPR 2024. (paper) (code) |
Preprint
1. L. Sun, R. Wu, Z. Zhang, H. Yong, L.
Zhang, "Improving the Stability of Diffusion Models for Content
Consistent Super-Resolution," preprint. (paper) (code) |
2. T. Yang, R. Wu, P. Ren, X. Xie, L. Zhang,
"Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and
Personalized Stylization," preprint. (paper) (code) |
3. X. Kong, C. Dong, L. Zhang, "Towards Effective Multiple-in-One Image
Restoration: A Sequential and Prompt Learning Strategy," preprint. (paper) (code&data) |
4. X. Yang, C. He, J. Ma, L. Zhang,
"Motion-Guided Latent Diffusion for Temporally Consistent Real-World
Video Super-Resolution," preprint. (paper) (code) |
5. Z. Zhang, R. Li, S. Guo, Y. Cao, L.
Zhang, "TMP: Temporal Motion Propagation for Online Video
Super-Resolution," preprint. (paper) (code) |
6. C. He, R. Li, G. Zhang, L. Zhang, "ScatterFormer: Efficient Voxel Transformer with Scattered
Attention," preprint. (paper) (code) |
7. S. Li, M. Li, P. Wang, L. Zhang, "OpenSD: Unified Open-Vocabulary Segmentation and
Detection," preprint. (paper) (code) |
8. R.B. Li, R.H. Li, S. Guo, L. Zhang,
"Source Prompt Disentangled Inversion for Boosting Image Editability
with Diffusion Models," preprint. (paper) (code) |