Jinfan Hu

16 papers A* 2Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
How far have we gone in Generative Image Restoration? A study on its capability, limitations and evaluation practices.
CoRR
Xiang Yin, Jinfan Hu, Zhiyuan You, Kainan Yan, Yu Tang, Chao Dong, Jinjin Gu
2026 J jnl
Position: Evaluation of Visual Processing Should Be Human-Centered, Not Metric-Centered.
CoRR
Jinfan Hu, Fanghua Yu, Zhiyuan You, Xiang Yin, Hongyu An, Xinqi Lin, Chao Dong, Jinjin Gu
2026 J jnl
Revisiting the generalization problem of low-level vision models through the lens of image deraining.
Pattern Recognit.
Jinfan Hu, Zhiyuan You, Jinjin Gu, Kaiwen Zhu, Tianfan Xue, Chao Dong
2025 J jnl
Harnessing Diffusion-Yielded Score Priors for Image Restoration.
CoRR
Xinqi Lin, Fanghua Yu, Jinfan Hu, Zhiyuan You, Wu Shi, Jimmy S. Ren, Jinjin Gu, Chao Dong
2025 J jnl
Harnessing Diffusion-Yielded Score Priors for Image Restoration.
ACM Trans. Graph.
Xinqi Lin, Fanghua Yu, Jinfan Hu, Zhiyuan You, Wu Shi, Jimmy S. Ren, Jinjin Gu, Chao Dong
2025 J jnl
Interpreting Low-Level Vision Models With Causal Effect Maps.
IEEE Trans. Pattern Anal. Mach. Intell.
Jinfan Hu, Jinjin Gu, Shiyao Yu, Fanghua Yu, Zheyuan Li, Zhiyuan You, Chaochao Lu, Chao Dong
2025 J jnl
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining.
CoRR
Jinfan Hu, Zhiyuan You, Jinjin Gu, Kaiwen Zhu, Tianfan Xue, Chao Dong
2025 A* conf
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models.
ICLR
Fanghua Yu, Jinjin Gu, Jinfan Hu, Zheyuan Li, Chao Dong
2025 J jnl
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models.
CoRR
Fanghua Yu, Jinjin Gu, Jinfan Hu, Zheyuan Li, Chao Dong
2024 J jnl
AdaptBIR: Adaptive Blind Image Restoration with latent diffusion prior for higher fidelity.
Pattern Recognit.
Yingqi Liu, Jingwen He, Yihao Liu, Xinqi Lin, Fanghua Yu, Jinfan Hu, Yu Qiao, Chao Dong
2024 J jnl
Interpreting Low-level Vision Models with Causal Effect Maps.
CoRR
Jinfan Hu, Jinjin Gu, Shiyao Yu, Fanghua Yu, Zheyuan Li, Zhiyuan You, Chaochao Lu, Chao Dong
2024 A* conf
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild.
CVPR
Fanghua Yu, Jinjin Gu, Zheyuan Li, Jinfan Hu, Xiangtao Kong, Xintao Wang, Jingwen He, Yu Qiao, Chao Dong
2024 J jnl
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild.
CoRR
Fanghua Yu, Jinjin Gu, Zheyuan Li, Jinfan Hu, Xiangtao Kong, Xintao Wang, Jingwen He, Yu Qiao, Chao Dong
2022 — conf
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results.
ECCV Workshops (5)
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
2022 J jnl
UDC-UNet: Under-Display Camera Image Restoration via U-Shape Dynamic Network.
CoRR
Xina Liu, Jinfan Hu, Xiangyu Chen, Chao Dong
2022 — conf
UDC-UNet: Under-Display Camera Image Restoration via U-shape Dynamic Network.
ECCV Workshops (5)
Xina Liu, Jinfan Hu, Xiangyu Chen, Chao Dong