郭春乐，草榴社区 副教授，博导，入选草榴社区 “百名青年学科带头人培养计划”，第十届中国科协青年托举计划，2023 OPEN100 开源贡献人才榜，2024、2025斯坦福全球前2%顶尖科学家榜，2024爱思唯尔中国高被引学者。研究内容包括计算成像、图像增强与复原等。谷歌学术引用1万余次，其中一作单篇最高引用2400余次。主持国自然、天津市青年项目（B类）以及华为、三星等资助的项目。参与组织2022-2025年VALSE大会，现任VALSE EAC、IEEE Journal of Oceanic Engineering（SCI二区）编委，CVPR 2026领域主席。
主要研究方向：
图像与视频修复与增强
人工智能图像信号处理（如原始图像降噪）
机器学习驱动的图像质量评估
生成式图像修复
多光谱色彩修复
计算成像
Publications:
- Yuang Meng#, Xin Jin#, Lina Lei, Chun-Le Guo*, Chongyi Li, UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes, Neural Information Processing Systems (NeurIPS), 2025.
- Xin Jin, Simon Niklaus, Zhoutong Zhang, Zhihao Xia, Chunle Guo*, Yuting Yang, Jiawen Chen, Chongyi Li, Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
- Siyu Liu#, Zheng-Peng Duan#, Jia OuYang, Jiayi Fu, Hyunhee Park, Zikun Liu, Chun-Le Guo*, Chongyi Li, FaceMe: Robust blind face restoration with personal identification, AAAI Conference on Artificial Intelligence (AAAI).
- Ruiqi Wu, Liangyu Chen, Tong Yang, Chunle Guo*, Chongyi Li, Xiangyu Zhang, LAMP: Learn A Motion Pattern for Few-Shot Video Generation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [Paper][中译版]
- Chujie Qin, Ruiqi Wu, Zikun Liu, Xin Lin, Chunle Guo, Hyun Hee Park, Chongyi Li*, Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration, European Conference on Computer Vision(ECCV), 2024. [Paper][中译版]
- Xin Jin, Linghao Han, Zhen Li, Zhi Chai, Chunle Guo*, Chongyi Li, DNF: Decouple and Feedback Network for Seeing in the Dark, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.[Paper][Project][Highlight, 2.5% acceptance rate][中译版]
- Ruiqi Wu, Zhengpeng Duan, Chunle Guo*, Zhi Chai, Chongyi Li, RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [Paper][Project][中译版]
- Zhen Li, Zuoliang Zhu, Linghao Han, Qibin Hou, Chunle Guo*, Ming-Ming Cheng, AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [Paper][Code][中译版]
- Chunle Guo#, Ruiqi Wu#, Xin Jin, Linghao Han, Zhi Chai, Weidong Zhang, and Chongyi Li*, Underwater Ranker: Learn Which Is Better and How to Be Better, AAAI Conference on Artificial Intelligence (AAAI), 2023. [PDF-arXiv version][Project]
- Zheng Lin, Zheng-Peng Duan, Zhao Zhang, Chunle Guo*, Ming-Ming Cheng, KnifeCut: Refining Thin Part Segmentation with Cutting Lines, Proceedings of the 30th ACM International Conference on Multimedia(ACM MM), 2022. [Paper]
- Zuo-Liang Zhu, Zhen Li, Rui-Xun Zhang, Chunle Guo*, Ming-Ming Cheng, Designing an Illumination-Aware Network for Deep Image Relighting, IEEE Transactions on Image Processing (TIP), 2022. [Paper] [Code]
- Chunle Guo, Qixin Yan, Chongyi Li*, et al., Image Dehazing Transformer with Transmission-Aware 3D Position Embedding, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2022. [Paper][Code][Project]
- Zheng Lin, Zhengpeng Duan, Zhao Zhang, Chunle Guo*, Ming-Ming Cheng, FocusCut: Diving into a Focus View in Interactive Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2022. [Paper][Project]
- Zhen Li#, Chengze Lu#, Jianhua Qin, Chunle Guo*, Ming-Ming Cheng, Towards An End-to-End Framework for Flow-Guided Video Inpainting, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [Paper] [Code]
- Chongyi Li#, Chunle Guo#, and Chen Change Loy*, Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2021. [PDF-arXiv version][PDF-offical version][Project][Invited Talk 商汤学术 AI画质@B站, in Chinese]
- Chongyi Li#, Chunle Guo#, Linghao Han, et al. Low-Light Image and Video Enhancement Using Deep Learning: A Survey, IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2021. [Paper ][Code][中译版]
- Chunle Guo, Junhui Hou*, Jing Jin, et al., Accurate Light Field Depth Estimation via an Occlusion-Aware Network, in IEEE International Conference on Multimedia & Expo(ICME), 2020.[Paper]
- Chunle Guo, Chongyi Li, Jichang Guo*, et al., Zero-Reference Learning for Low-Light Image Enhancement, in IEEE Conference on Computer Vision and Pattern Recognition, 2020.[Paper][Supplementary Material][Preject][Code]
- Chongyi Li, Chunle Guo, Wenqi Ren*, et al., An Underwater Image Enhancement Benchmark Dataset and Beyond, in IEEE Transactions on Image Processing (TIP), 2019.[Paper][Project][Benchmark][Code]
- Chunle Guo#, Chongyi Li#*, Jichang Guo, et al., Hierarchical features driven residual learning for depth map super-resolution, IEEE Transactions on Image Processing (TIP), 2019.[Paper][Project][Code]
Notes: Joint first authors are indicated using # and corresponding authors are indicated using *.