When low-light meets flares: Towards Synchronous Flare Removal and Brightness Enhancement. - Ren, Jiahuan; Zhang, Zhao; Zhao, Suiyi; Fan, Jicong; Zhao, Zhongqiu; Zhao, Yang; Hong, Richang; Wang, Meng (Neural Networks, 2025)

Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data. - Zhang, Zhao; Zhao, Suiyi; Jin, Xiaojie; Xu, Mingliang; Yang, Yi; Yan, Shuicheng; Wang, Meng (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results. - Chen, Zheng; Wu, Zongwei; Zamfir, Eduard; Zhang, Kai; Zhang, Yulun; Timofte, Radu; Yang, Xiaokang; Yu, Hongyuan; Wan, Cheng; Hong, Yuxin; Huang, Zhijuan; Zou, Yajun; et al. (2024)

NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge Report. - Ancuti, Codruta O.; Ancuti, Cosmin; Vasluianu, Florin-Alexandru; Timofte, Radu; Liu, Yidi; Wang, Xingbo; Zhu, Yurui; Shi, Gege; Lu, Xin; Fu, Xueyang; Zha, Zheng-Jun; Dong, Wei; et al. (2024)

NTIRE 2024 Image Shadow Removal Challenge Report. - Vasluianu, Florin-Alexandru; Seizinger, Tim; Zhou, Zhuyun; Wu, Zongwei; Chen, Cailian; Timofte, Radu; Dong, Wei; Zhou, Han; Tian, Yuqiong; Chen, Jun; Fu, Xueyang; Lu, Xin; et al. (2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Liu, Xiaoning; Wu, Zongwei; Li, Ao; Vasluianu, Florin-Alexandru; Zhang, Yulun; Gu, Shuhang; Zhang, Le; Zhu, Ce; Timofte, Radu; Jin, Zhi; Wu, Hongjun; Wang, Chenxi; et al. (2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Ren, Bin; Li, Yawei; Mehta, Nancy; Timofte, Radu; Yu, Hongyuan; Wan, Cheng; Hong, Yuxin; Han, Bingnan; Wu, Zhuoyuan; Zou, Yajun; Liu, Yuqing; Li, Jizhe; et al. (2024)

GT-Rain Single Image Deraining Challenge Report. - Zhang, Howard; Ba, Yunhao; Yang, Ethan; Upadhyay, Rishi; Wong, Alex; Kadambi, Achuta; Guo, Yun; Xiao, Xueyao; Wang, Xiaoxiong; Li, Yi; Chang, Yi; Yan, Luxin; et al. (CoRR, 2024)

NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results. - Chen, Zheng; Wu, Zongwei; Zamfir, Eduard; Zhang, Kai; Zhang, Yulun; Timofte, Radu; Yang, Xiaokang; Yu, Hongyuan; Wan, Cheng; Hong, Yuxin; Huang, Zhijuan; Zou, Yajun; et al. (CoRR, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Ren, Bin; Li, Yawei; Mehta, Nancy; Timofte, Radu; Yu, Hongyuan; Wan, Cheng; Hong, Yuxin; Han, Bingnan; Wu, Zhuoyuan; Zou, Yajun; Liu, Yuqing; Li, Jizhe; et al. (CoRR, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Liu, Xiaoning; Wu, Zongwei; Li, Ao; Vasluianu, Florin-Alexandru; Zhang, Yulun; Gu, Shuhang; Zhang, Le; Zhu, Ce; Timofte, Radu; Jin, Zhi; Wu, Hongjun; Wang, Chenxi; et al. (CoRR, 2024)

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results. - Dai, Yuekun; Zhang, Dafeng; Li, Xiaoming; Yue, Zongsheng; Li, Chongyi; Zhou, Shangchen; Feng, Ruicheng; Yang, Peiqing; Jin, Zhezhu; Liu, Guanqun; Loy, Chen Change; Zhang, Lize; et al. (CoRR, 2024)

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. - Wang, Longguang; Guo, Yulan; Wang, Yingqian; Li, Juncheng; Gu, Shuhang; Timofte, Radu; Cheng, Ming; Ma, Haoyu; Ma, Qiufang; Sun, Xiaopeng; Zhao, Shijie; Sheng, Xuhan; et al. (2023)

NTIRE 2023 Image Shadow Removal Challenge Report. - Vasluianu, Florin-Alexandru; Seizinger, Tim; Timofte, Radu; Cui, Shuhao; Huang, Junshi; Tian, Shuman; Fan, Mingyuan; Zhang, Jiaqi; Zhu, Li; Wei, Xiaoming; Wei, Xiaolin; Luo, Ziwei; et al. (2023)

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report. - Ancuti, Codruta O.; Ancuti, Cosmin; Vasluianu, Florin-Alexandru; Timofte, Radu; Zhou, Han; Dong, Wei; Liu, Yangyi; Chen, Jun; Liu, Huan; Li, Liangyan; Wu, Zijun; Dong, Yubo; et al. (2023)

NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and Results. - Zhang, Yulun; Zhang, Kai; Chen, Zheng; Li, Yawei; Timofte, Radu; Zhang, Junpei; Zhang, Kexin; Peng, Rui; Ma, Yanbiao; Jia, Licheng; Huang, Huaibo; Zhou, Xiaoqiang; et al. (2023)

NTIRE 2023 Challenge on Image Denoising: Methods and Results. - Li, Yawei; Zhang, Yulun; Timofte, Radu; Gool, Luc Van; Tu, Zhijun; Du, Kunpeng; Wang, Hailing; Chen, Hanting; Li, Wei; Wang, Xiaofei; Hu, Jie; Wang, Yunhe; et al. (2023)

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results. - Li, Yawei; Zhang, Yulun; Timofte, Radu; Gool, Luc Van; Yu, Lei; Li, Youwei; Li, Xinpeng; Jiang, Ting; Wu, Qi; Han, Mingyan; Lin, Wenjie; Jiang, Chengzhi; et al. (2023)

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. - Dai, Yuekun; Li, Chongyi; Zhou, Shangchen; Feng, Ruicheng; Zhu, Qingpeng; Sun, Qianhui; Sun, Wenxiu; Loy, Chen Change; Gu, Jinwei; Liu, Shuai; Wang, Hao; Feng, Chaoyu; et al. (2023)

Feature Aggregating Network with Inter-Frame Interaction for Efficient Video Super-Resolution. - Li, Yawei; Zhang, Zhao; Zhao, Suiyi; Fan, Jicong; Zhang, Haijun; Xu, Mingliang (2023)

CropCap: Embedding Visual Cross-Partition Dependency for Image Captioning. - Wang, Bo; Zhang, Zhao; Zhao, Suiyi; Zhang, Haijun; Hong, Richang; Wang, Meng (2023)

Physical-Property Guided End-to-End Interactive Image Dehazing Network. - Wang, Junhu; Zhao, Suiyi; Zhang, Zhao; Zhao, Yang; Zhang, Haijun (2023)

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results. - Feng, Ruicheng; Li, Chongyi; Zhou, Shangchen; Sun, Wenxiu; Zhu, Qingpeng; Jiang, Jun; Yang, Qingyu; Loy, Chen Change; Gu, Jinwei; Zhu, Yurui; Wang, Xi; Fu, Xueyang; et al. (2022)

CRNet: Unsupervised Color Retention Network for Blind Motion Deblurring. - Zhao, Suiyi; Zhang, Zhao; Hong, Richang; Xu, Mingliang; Zhang, Haijun; Wang, Meng; Yan, Shuicheng (2022)

FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring. - Zhao, Suiyi; Zhang, Zhao; Hong, Richang; Xu, Mingliang; Yang, Yi; Wang, Meng (2022)

FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring. - Zhao, Suiyi; Zhang, Zhao; Hong, Richang; Xu, Mingliang; Yang, Yi; Wang, Meng (CoRR, 2022)

NoiSER: Noise is All You Need for Low-Light Image Enhancement. - Zhang, Zhao; Zhao, Suiyi; Jin, Xiaojie; Xu, Mingliang; Yang, Yi; Yan, Shuicheng (CoRR, 2022)