Jinfan Hu

According to our database, Jinfan Hu authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

How far have we gone in Generative Image Restoration? A study on its capability, limitations and evaluation practices.

Xiang Yin, Jinfan Hu, Zhiyuan You, Kainan Yan, Yu Tang, Chao Dong, Jinjin Gu

CoRR, March, 2026

Position: Evaluation of Visual Processing Should Be Human-Centered, Not Metric-Centered.

Jinfan Hu, Fanghua Yu, Zhiyuan You, Xiang Yin, Hongyu An, Xinqi Lin, Chao Dong, Jinjin Gu

CoRR, March, 2026

Revisiting the generalization problem of low-level vision models through the lens of image deraining.

Jinfan Hu, Zhiyuan You, Jinjin Gu, Kaiwen Zhu, Tianfan Xue, Chao Dong

Pattern Recognit., 2026

2025

Harnessing Diffusion-Yielded Score Priors for Image Restoration.

Xinqi Lin, Fanghua Yu, Jinfan Hu, Zhiyuan You, Wu Shi, Jimmy S. Ren, Jinjin Gu, Chao Dong

ACM Trans. Graph., December, 2025

Interpreting Low-Level Vision Models With Causal Effect Maps.

Jinfan Hu, Jinjin Gu, Shiyao Yu, Fanghua Yu, Zheyuan Li, Zhiyuan You, Chaochao Lu, Chao Dong

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models.

Fanghua Yu, Jinjin Gu, Jinfan Hu, Zheyuan Li, Chao Dong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

AdaptBIR: Adaptive Blind Image Restoration with latent diffusion prior for higher fidelity.

Yingqi Liu, Jingwen He, Yihao Liu, Xinqi Lin, Fanghua Yu, Jinfan Hu, Yu Qiao, Chao Dong

Pattern Recognit., 2024

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild.

Fanghua Yu, Jinjin Gu, Zheyuan Li, Jinfan Hu, Xiangtao Kong, Xintao Wang, Jingwen He, Yu Qiao, Chao Dong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

UDC-UNet: Under-Display Camera Image Restoration via U-shape Dynamic Network.

Xina Liu, Jinfan Hu, Xiangyu Chen, Chao Dong

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results.

Ruicheng Feng, Chongyi Li, Shangchen Zhou, Wenxiu Sun, Qingpeng Zhu, Jun Jiang, Qingyu Yang, Chen Change Loy, Jinwei Gu, Yurui Zhu, Xi Wang, Xueyang Fu, Xiaowei Hu, Jinfan Hu, Xina Liu, Xiangyu Chen, Chao Dong, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Xuhao Jiang, Guangqi Shao, Xiaotao Wang, Lei Lei, Zhao Zhang, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Tao Huang, Zhenxuan Fang, Mengluan Huang, Junwei Xu, Yong Zhang, Yuechi Yang, Qidi Shu, Zhiwen Yang, Shaocong Li, Mingde Yao, Ruikang Xu, Yuanshen Guan, Jie Huang, Zhiwei Xiong, Hangyan Zhu, Ming Liu, Shaohui Liu, Wangmeng Zuo, Zhuang Jia, Binbin Song, Ziqi Song, Guiting Mao, Ben Hou, Zhimou Liu, Yi Ke, Dengpei Ouyang, Dekui Han, Jinghao Zhang, Qi Zhu, Naishan Zheng, Feng Zhao, Wu Jin, Marcos V. Conde, Sabari Nathan, Radu Timofte, Tianyi Xu, Jun Xu, P. S. Hrishikesh, Densen Puthussery, C. V. Jiji, Biao Jiang, Yuhan Ding, WanZhang Li, Xiaoyue Feng, Sijing Chen, Tianheng Zhong, Jiyang Lu, Hongming Chen, Zhentao Fan, Xiang Chen

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022