Liang, Jingyun
- SwinIR: Image Restoration Using Swin Transformer
2021/08/23 by Jingyun Liang, Jiezhang Cao, Liang, Jingyun +9 · 187 citations
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 Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Designing a Practical Degradation Model for Deep Blind Image\n Super-Resolution
2021/03/25 by Kai Zhang, Zhang, Kai, Jingyun Liang +5 · 66 citations
Computer Science · Engineering · #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) #Infrared Target Detection Methodologies #Optical Systems and Laser Technology #electronic engineering #information engineering
- Denoising Diffusion Models for Plug-and-Play Image Restoration
2023/05/15 by Yuanzhi Zhu, Kai Zhang, Zhu, Yuanzhi +11 · 57 citations
Computer Science · Engineering · #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) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- VRT: A Video Restoration Transformer
2022/01/28 by Jingyun Liang, Jiezhang Cao, Liang, Jingyun +13 · 25 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
- Recurrent Video Restoration Transformer with Guided Deformable Attention
2022/06/05 by Jingyun Liang, Yuchen Fan, Liang, Jingyun +17 · 25 citations
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 Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Reference-based Image Super-Resolution with Deformable Attention Transformer
2022/07/25 by Cao, Jiezhang, Liang, Jingyun, Zhang, Kai +4 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation
2025/04/21 by Cao, Chenjie, Zhou, Jingkai, Li, Shikai +5 · 18 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild
2023/01/12 by Sun, Lei, Gehrig, Daniel, Sakaridis, Christos +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Flow-based Kernel Prior with Application to Blind Super-Resolution
2021/03/29 by Liang, Jingyun, Zhang, Kai, Gu, Shuhang +2 · 2 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
- Mutual Affine Network for Spatially Variant Kernel Estimation in Blind\n Image Super-Resolution
2021/08/11 by Jingyun Liang, Guolei Sun, Liang, Jingyun +7 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Advanced Vision and Imaging
- Towards Interpretable Video Super-Resolution via Alternating Optimization
2022/07/21 by Cao, Jiezhang, Liang, Jingyun, Zhang, Kai +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Lumos-1: On Autoregressive Video Generation from a Unified Model Perspective
2025/07/11 by Yuan, Hangjie, Chen, Weihua, Cen, Jun +11 · 10 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- Sharing Key Semantics in Transformer Makes Efficient Image Restoration
2024/05/30 by Ren, Bin, Li, Yawei, Liang, Jingyun +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MoVideo: Motion-Aware Video Generation with Diffusion Models
2023/11/19 by Jingyun Liang, Yuchen Fan, Liang, Jingyun +9 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling
2021/08/11 by Jingyun Liang, Liang, Jingyun, Andreas Lugmayr +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 Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising
2022/08/25 by Cao, Jiezhang, Wang, Qin, Liang, Jingyun +4 · 1 citation
#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
- Low-Light Image Enhancement using Event-Based Illumination Estimation
2025/04/13 by Sun, Lei, Bao, Yuhan, Zhai, Jiajun +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Key-Graph Transformer for Image Restoration
2024/02/04 by Bin Ren, Ren, Bin, Yawei Li +13 · 1 citation
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graph Theory and Algorithms #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- RealisMotion: Decomposed Human Motion Control and Video Generation in the World Space
2025/08/12 by Jingyun Liang, Jingkai Zhou, Liang, Jingyun +13 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Hierarchical Information Flow for Generalized Efficient Image Restoration
2024/11/27 by Yawei Li, Li, Yawei, Bin Ren +13 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Image Segmentation Techniques