Unsupervised Real-World Super-Resolution via Rectified Flow Degradation Modelling
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Hongyang, Zhu, Xiaobin, Chen, Liuling, He, Junyi, Qin, Jingyan, Yin, Xu-Cheng, xiaoxing, Zhang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Unsupervised Image Super-Resolution Reconstruction Based on Real-World Degradation Patterns
by: Tie, Yiyang, et al.
Published: (2025)
by: Tie, Yiyang, et al.
Published: (2025)
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution
by: Zhang, Yuehan, et al.
Published: (2024)
by: Zhang, Yuehan, et al.
Published: (2024)
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution
by: Yang, Zhixiong, et al.
Published: (2024)
by: Yang, Zhixiong, et al.
Published: (2024)
Dual Inverse Degradation Network for Real-World SDRTV-to-HDRTV Conversion
by: Xu, Kepeng, et al.
Published: (2023)
by: Xu, Kepeng, et al.
Published: (2023)
Synthetic Abundance Maps for Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images
by: Xu, Xinxin, et al.
Published: (2026)
by: Xu, Xinxin, et al.
Published: (2026)
UPMRI: Unsupervised Parallel MRI Reconstruction via Projected Conditional Flow Matching
by: Luo, Xinzhe, et al.
Published: (2025)
by: Luo, Xinzhe, et al.
Published: (2025)
Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching
by: Luo, Xinzhe, et al.
Published: (2025)
by: Luo, Xinzhe, et al.
Published: (2025)
Neuromorphic Imaging with Super-Resolution
by: Zhang, Pei, et al.
Published: (2024)
by: Zhang, Pei, et al.
Published: (2024)
Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images Using Fully Synthetic Training
by: Xu, Xinxin, et al.
Published: (2026)
by: Xu, Xinxin, et al.
Published: (2026)
Towards Realistic Data Generation for Real-World Super-Resolution
by: Peng, Long, et al.
Published: (2024)
by: Peng, Long, et al.
Published: (2024)
Bridging Restoration and Generation Manifolds in One-Step Diffusion for Real-World Super-Resolution
by: Weng, Shyang-En, et al.
Published: (2026)
by: Weng, Shyang-En, et al.
Published: (2026)
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes
by: Elezabi, Omar, et al.
Published: (2024)
by: Elezabi, Omar, et al.
Published: (2024)
Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution
by: Chaouai, Zakariya, et al.
Published: (2024)
by: Chaouai, Zakariya, et al.
Published: (2024)
RealisVSR: Detail-enhanced Diffusion for Real-World 4K Video Super-Resolution
by: Zhao, Weisong, et al.
Published: (2025)
by: Zhao, Weisong, et al.
Published: (2025)
High-Resolution Be Aware! Improving the Self-Supervised Real-World Super-Resolution
by: Zhang, Yuehan, et al.
Published: (2024)
by: Zhang, Yuehan, et al.
Published: (2024)
Multi-Resolution Data Fusion for Super Resolution Imaging
by: Reid, Emma J, et al.
Published: (2021)
by: Reid, Emma J, et al.
Published: (2021)
Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024)
by: Chen, Bin, et al.
Published: (2024)
Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network
by: Panangian, Daniel, et al.
Published: (2024)
by: Panangian, Daniel, et al.
Published: (2024)
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation
by: Liu, Jianan, et al.
Published: (2022)
by: Liu, Jianan, et al.
Published: (2022)
Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI
by: Wu, Ruoyou, et al.
Published: (2025)
by: Wu, Ruoyou, et al.
Published: (2025)
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
by: Liu, Qingguo, et al.
Published: (2024)
by: Liu, Qingguo, et al.
Published: (2024)
NeurOp-Diff:Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion
by: Xu, Zihao, et al.
Published: (2025)
by: Xu, Zihao, et al.
Published: (2025)
Unsupervised Hyperspectral Image Super-Resolution via Self-Supervised Modality Decoupling
by: Du, Songcheng, et al.
Published: (2024)
by: Du, Songcheng, et al.
Published: (2024)
Deep Unfolding Real-Time Super-Resolution Using Subpixel-Shift Twin Image and Convex Self-Similarity Prior
by: Lin, Chia-Hsiang, et al.
Published: (2026)
by: Lin, Chia-Hsiang, et al.
Published: (2026)
Learning the Degradation Distribution for Blind Image Super-Resolution
by: Luo, Zhengxiong, et al.
Published: (2022)
by: Luo, Zhengxiong, et al.
Published: (2022)
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution
by: Li, Runyi, et al.
Published: (2025)
by: Li, Runyi, et al.
Published: (2025)
One-Step Effective Diffusion Network for Real-World Image Super-Resolution
by: Wu, Rongyuan, et al.
Published: (2024)
by: Wu, Rongyuan, et al.
Published: (2024)
Hyperspectral Spatial Super-Resolution using Keystone Error
by: Garg, Ankur, et al.
Published: (2024)
by: Garg, Ankur, et al.
Published: (2024)
360-Degree Video Super Resolution and Quality Enhancement Challenge: Methods and Results
by: Telili, Ahmed, et al.
Published: (2024)
by: Telili, Ahmed, et al.
Published: (2024)
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning
by: Wu, Ruoyou, et al.
Published: (2024)
by: Wu, Ruoyou, et al.
Published: (2024)
Morphological Reconstruction Improves Microvessel Mapping in Super-Resolution Ultrasound
by: Schoen Jr, Scott, et al.
Published: (2020)
by: Schoen Jr, Scott, et al.
Published: (2020)
Depth Separable architecture for Sentinel-5P Super-Resolution
by: Ali, Hyam Omar, et al.
Published: (2025)
by: Ali, Hyam Omar, et al.
Published: (2025)
CompSRT: Quantization and Pruning for Image Super Resolution Transformers
by: Zeinali, Dorsa, et al.
Published: (2026)
by: Zeinali, Dorsa, et al.
Published: (2026)
Boosting Diffusion Guidance via Learning Degradation-Aware Models for Blind Super Resolution
by: Lu, Shao-Hao, et al.
Published: (2025)
by: Lu, Shao-Hao, et al.
Published: (2025)
Blind Super Resolution with Reference Images and Implicit Degradation Representation
by: Do, Huu-Phu, et al.
Published: (2025)
by: Do, Huu-Phu, et al.
Published: (2025)
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution
by: Korkmaz, Cansu, et al.
Published: (2025)
by: Korkmaz, Cansu, et al.
Published: (2025)
Arctic Sea Ice Image Super-Resolution Based on Multi-Scale Convolution and Dual-Gating Mechanism
by: Fang, Zhaomin, et al.
Published: (2024)
by: Fang, Zhaomin, et al.
Published: (2024)
GenMFSR: Generative Multi-Frame Image Restoration and Super-Resolution
by: Weligampola, Harshana, et al.
Published: (2026)
by: Weligampola, Harshana, et al.
Published: (2026)
Light Field Super-Resolution: A Critical Review on Challenges and Opportunities
by: Sharma, Sumit
Published: (2025)
by: Sharma, Sumit
Published: (2025)
PlainUSR: Chasing Faster ConvNet for Efficient Super-Resolution
by: Wang, Yan, et al.
Published: (2024)
by: Wang, Yan, et al.
Published: (2024)
Similar Items
-
Unsupervised Image Super-Resolution Reconstruction Based on Real-World Degradation Patterns
by: Tie, Yiyang, et al.
Published: (2025) -
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution
by: Zhang, Yuehan, et al.
Published: (2024) -
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution
by: Yang, Zhixiong, et al.
Published: (2024) -
Dual Inverse Degradation Network for Real-World SDRTV-to-HDRTV Conversion
by: Xu, Kepeng, et al.
Published: (2023) -
Synthetic Abundance Maps for Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images
by: Xu, Xinxin, et al.
Published: (2026)