Jinjin Gu
- Interpreting the Latent Space of GANs for Semantic Face Editing
2019/07/25 by Yujun Shen, Jinjin Gu, Shen, Yujun +5 · 34 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Advanced Image Processing Techniques
- Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
2024/01/24 by Fanghua Yu, Jinjin Gu, Yu, Fanghua +15 · 48 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Advanced Image Processing Techniques
- PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration
2020/07/23 by Jinjin Gu, Haoming Cai, Gu, Jinjin +9 · 16 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 and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
- Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models
2023/12/14 by Zhiyuan You, You, Zhiyuan, Yuanzhe Li +9 · 26 citations
Computer Science · Engineering · #Visual Attention and Saliency Detection #Image and Video Quality Assessment #Advanced Image Fusion Techniques
- Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution
2025/01/20 by Zhiyuan You, You, Zhiyuan, Xin Cai +7 · 49 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #COVID-19 diagnosis using AI
- Dual Aggregation Transformer for Image Super-Resolution
2023/08/07 by Zheng Chen, Chen, Zheng, Yulun Zhang +9 · 19 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Image Fusion Techniques #Image and Signal Denoising Methods
- From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
2024/09/26 by Xinlei Wang, Wang, Xinlei, Jing Qiu +6 · 29 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
- Rethinking Alignment in Video Super-Resolution Transformers
2022/07/18 by Shuwei Shi, Shi, Shuwei, Jinjin Gu +9 · 13 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Blind Super-Resolution With Iterative Kernel Correction
2019/04/06 by Jinjin Gu, Gu, Jinjin, Hannan Lu +5 · 9 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
- Hierarchical Integration Diffusion Model for Realistic Image Deblurring
2023/05/22 by Zheng Chen, Yulun Zhang, Chen, Zheng +11 · 12 citations
Computer Science · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Radiomics and Machine Learning in Medical Imaging
- Masked Image Training for Generalizable Deep Image Denoising
2023/03/23 by Haoyu Chen, Chen, Haoyu, Jinjin Gu +13 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
- Interpreting Super-Resolution Networks with Local Attribution Maps
2020/11/22 by Jinjin Gu, Chao Dong, Gu, Jinjin +1 · 6 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Cross Aggregation Transformer for Image Restoration
2022/11/24 by Zheng Chen, Yulun Zhang, Chen, Zheng +9 · 7 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- An Intelligent Agentic System for Complex Image Restoration Problems
2024/10/23 by Kaiwen Zhu, Jinjin Gu, Zhu, Kaiwen +7 · 11 citations
Computer Science · Engineering · #Advanced Computational Techniques in Science and Engineering #Advanced Data Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
2024/07/25 by Haoyu Chen, Chen, Haoyu, Wenbo Li +17 · 8 citations
Earth and Planetary Sciences · Medicine · #Seismic Imaging and Inversion Techniques #Geological Modeling and Analysis #Radiomics and Machine Learning in Medical Imaging
- Reflash Dropout in Image Super-Resolution
2021/12/22 by Xiangtao Kong, Xina Liu, Kong, Xiangtao +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Fluorescence Microscopy Techniques #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Accurate Image Restoration with Attention Retractable Transformer
2022/10/04 by Jiale Zhang, Zhang, Jiale, Yulun Zhang +9 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric
2020/11/30 by Jinjin Gu, Gu, Jinjin, Haoming Cai +9 · 3 citations
Computer Science · #Advanced Image Processing 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) #Image and Video Quality Assessment #electronic engineering #information engineering
- Interpreting Low-level Vision Models with Causal Effect Maps
2024/07/29 by Jinfan Hu, Hu, Jinfan, Jinjin Gu +13 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Efficient Image Super-Resolution using Vast-Receptive-Field Attention
2022/10/12 by Lin Zhou, Haoming Cai, Zhou, Lin +13 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Attention in Attention Network for Image Super-Resolution
2021/04/19 by Haoyu Chen, Jinjin Gu, Chen, Haoyu +3 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- Discovering Distinctive "Semantics" in Super-Resolution Networks
2021/08/01 by Yihao Liu, Anran Liu, Liu, Yihao +11 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Sparse and Compressive Sensing Techniques
- NTIRE 2022 Challenge on Perceptual Image Quality Assessment
2022/06/23 by Jinjin Gu, Gu, Jinjin, Haoming Cai +7 · 1 citation
Computer Science · Engineering · #Image and Video Quality Assessment #Advanced Image Fusion Techniques #Photoacoustic and Ultrasonic Imaging
- Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images
2022/10/09 by Jinjin Gu, Haoming Cai, Gu, Jinjin +11 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
2024/10/05 by Keda Tao, Jinjin Gu, Tao, Keda +7 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Medical Imaging and Analysis
- Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
2023/05/29 by Ruofan Zhang, Jinjin Gu, Zhang, Ruofan +9 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Integrated Circuits and Semiconductor Failure Analysis #electronic engineering #information engineering
- UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models
2025/03/21 by Fanghua Yu, Jinjin Gu, Yu, Fanghua +7 · 1 citation
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques
- Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining
2025/02/18 by Jinfan Hu, Zhiyuan You, Hu, Jinfan +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Knowledge-Centric Agents for Workflow Generation in ComfyUI
2026/07/17 by Zhendong Li, Lei Sun, Ruibo Ming +4
#cs.AI