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; et al. (ECCV Workshops (5), 2022)

UDC-UNet: Under-Display Camera Image Restoration via U-shape Dynamic Network. - Xina Liu; Jinfan Hu; Xiangyu Chen 006; Chao Dong 005 (ECCV Workshops (5), 2022)

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 002; Jingwen He; Yu Qiao 001; Chao Dong 005 (CVPR, 2024)

AdaptBIR: Adaptive Blind Image Restoration with latent diffusion prior for higher fidelity. - Yingqi Liu; Jingwen He; Yihao Liu 001; Xinqi Lin; Fanghua Yu; Jinfan Hu; Yu Qiao 001; Chao Dong 005 (Pattern Recognit., 2024)

UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models. - Fanghua Yu; Jinjin Gu; Jinfan Hu; Zheyuan Li; Chao Dong 005 (ICLR, 2025)

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 005 (CoRR, 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 005 (CoRR, 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 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)