Ma, Jiayi

1. Multi-Scale Progressive Fusion Network for Single Image Deraining
   2020/03/24 by Kui Jiang, Zhongyuan Wang, Jiang, Kui +13 · 30 citations
   Computer Science · Engineering · #Image Enhancement Techniques #Advanced Image Fusion Techniques #Advanced Image Processing Techniques
2. Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model
   2023/08/25 by Xunpeng Yi, Xu Han, Yi, Xunpeng +7 · 32 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models
   2023/01/19 by Jun Yue, Leyuan Fang, Yue, Jun +7 · 19 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Remote-Sensing Image Classification
4. Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion
   2024/03/25 by Xunpeng Yi, Yi, Xunpeng, Han Xu +7 · 24 citations
   Engineering · #Advanced Image Fusion Techniques
5. Omniscient Video Super-Resolution
   2021/03/29 by Yi, Peng, Wang, Zhongyuan, Jiang, Kui +4 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
   2024/10/31 by Hao Zhang, Lei Cao, Zhang, Hao +3 · 11 citations
   Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. PFLD: A Practical Facial Landmark Detector
   2019/02/28 by Guo, Xiaojie, Li, Siyuan, Yu, Jinke +5 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Deep Learning-based Face Super-Resolution: A Survey
   2021/01/11 by Jiang, Junjun, Wang, Chenyang, Liu, Xianming +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor Learning
   2021/06/08 by Ma, Jiayi, Deng, Yuxin · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. Uniformity in Heterogeneity:Diving Deep into Count Interval Partition for Crowd Counting
    2021/07/27 by Changan Wang, Wang, Changan, Qingyu Song +17 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
11. MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training
    2024/04/17 by Jiayang Li, Li, Jiayang, Junjun Jiang +6 · 4 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
12. Residual Diffusion Bridge Model for Image Restoration
    2025/10/27 by Wang, Hebaixu, Zhang, Jing, Chen, Haoyang +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation
    2024/03/20 by Linshan Wu, Zhun Zhong, Wu, Linshan +11 · 2 citations
    Computer Science · #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Text and Document Classification Technologies #electronic engineering #information engineering
14. Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution
    2021/11/27 by Qing Ma, Junjun Jiang, Ma, Qing +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Remote-Sensing Image Classification #electronic engineering #information engineering
15. Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation
    2022/11/22 by Dang, Bo, Li, Yansheng, Zhang, Yongjun +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
16. VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion and Restoration
    2025/03/30 by Tang, Linfeng, Wang, Yeda, Gong, Meiqi +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
17. DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
    2025/04/30 by Hebaixu Wang, Wang, Hebaixu, Jing Zhang +9 · 3 citations
    Computer Science · Medicine · Mathematics · #Advanced Image Processing Techniques #Medical Imaging Techniques and Applications #Numerical methods in inverse problems
18. Deep Learning Reforms Image Matching: A Survey and Outlook
    2025/06/05 by Shihua Zhang, Zizhuo Li, Zhang, Shihua +13 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
19. Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer Approach
    2025/12/08 by Li, Jiayang, Jiang, Chengjie, Jiang, Junjun +3 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Remote-Sensing Image Classification