Xin Jin

PhD student, Nankai University

Xin Jin (靳鑫) is a PhD student at Nankai University, advised by Prof. Ming-Ming Cheng. His research interests include computer vision and deep learning, particularly focusing on computational photography.



* Eauql contribution. # Corresponding author.

Make Explict Calibration Implicit: "Calibrate" Denoiser Instead of The Noise Model
This is an extension of our LED, ICCV 2023.
Xin Jin, Jia-Wen Xiao, Ling-Hao Han, Chun-Le Guo#, Xialei Liu, Chong-Yi Li, Ming-Ming Cheng#.
arxiv, 2023  
project / paper / code / bibtex
Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising
Xin Jin*, Jia-Wen Xiao*, Ling-Hao Han, Chun-Le Guo#, Ruixun Zhang, Xialei Liu, Chong-Yi Li.
ICCV, 2023  
project / paper / code / bibtex
DNF: Decouple and Feedback Network for Seeing in the Dark
Xin Jin*, Ling-Hao Han*, Zhen Li, Chun-Le Guo#, Zhi Chai, Chong-Yi Li.
CVPR, 2023, (Highlight)  
project [TBD] / paper / code / bibtex
Underwater Ranker: Learn Which Is Better and How to Be Better
Chun-Le Guo*, Rui-Qi Wu*, Xin Jin, Ling-Hao Han, Zhi Chai, Wei-Dong Zhang, Chong-Yi Li#.
AAAI, 2023, (Oral)  
project / paper / code / dataset (pwd: nuin) / bibtex
A Novel Low-light Image Enhancement Algorithm Based On Information Assistance
Jiacen Guo, Xin Jin, Weilin Chen, Chao Wang#.
ICPR, 2022, (Oral)
paper / bibtex

Competitions and Awards


2022.9 - now, I am a Ph.D student at College of Computer Science, Nankai University, under the supervision of Prof. Ming-Ming Cheng.

2022.5 - 2022.9, I interned at Megvii Technology, supervised by Yuzhi Wang.

2018.9 - 2022.7, I was an undergraduate student at College of Software, Nankai University.


You are very welcome to contact me regarding my research. I typically respond within a few days.
I can be contacted directly at xjin [at]