BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Feng, Wu, Yixuan, Liang, Zichao, Cong, Runmin, Bai, Huihui, Zhao, Yao, Wang, Meng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Taming Real-World Space-Time Video Super-Resolution with One-Step Diffusion
by: Wei, Shuoyan, et al.
Published: (2026)
by: Wei, Shuoyan, 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)
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)
Preserving Full Degradation Details for Blind Image Super-Resolution
by: Liu, Hongda, et al.
Published: (2024)
by: Liu, Hongda, et al.
Published: (2024)
Towards Robust and Generalizable Continuous Space-Time Video Super-Resolution with Events
by: Wei, Shuoyan, et al.
Published: (2025)
by: Wei, Shuoyan, et al.
Published: (2025)
Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution
by: Lin, Junxiong, et al.
Published: (2024)
by: Lin, Junxiong, et al.
Published: (2024)
Diffusion-based Blind Text Image Super-Resolution
by: Zhang, Yuzhe, et al.
Published: (2023)
by: Zhang, Yuzhe, et al.
Published: (2023)
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)
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution
by: Ito, Ru, et al.
Published: (2025)
by: Ito, Ru, et al.
Published: (2025)
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution
by: Yuan, Jiang, et al.
Published: (2024)
by: Yuan, Jiang, et al.
Published: (2024)
DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution
by: Wang, Zhengxue, et al.
Published: (2024)
by: Wang, Zhengxue, et al.
Published: (2024)
EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution
by: Xie, Haizhen, et al.
Published: (2025)
by: Xie, Haizhen, et al.
Published: (2025)
TEXTS-Diff: TEXTS-Aware Diffusion Model for Real-World Text Image Super-Resolution
by: He, Haodong, et al.
Published: (2026)
by: He, Haodong, et al.
Published: (2026)
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution
by: Shang, Shuyao, et al.
Published: (2023)
by: Shang, Shuyao, et al.
Published: (2023)
Two Heads Better than One: Dual Degradation Representation for Blind Super-Resolution
by: Yuan, Hsuan, et al.
Published: (2025)
by: Yuan, Hsuan, et al.
Published: (2025)
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
by: Lin, Xinqi, et al.
Published: (2023)
by: Lin, Xinqi, et al.
Published: (2023)
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images
by: Kondo, Yuki, et al.
Published: (2023)
by: Kondo, Yuki, et al.
Published: (2023)
Computational Analysis of Degradation Modeling in Blind Panoramic Image Quality Assessment
by: Yan, Jiebin, et al.
Published: (2025)
by: Yan, Jiebin, et al.
Published: (2025)
Multispectral Blind Image Super-Resolution for Standing Dead Tree Segmentation
by: Ahishali, Mete, et al.
Published: (2026)
by: Ahishali, Mete, et al.
Published: (2026)
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution
by: Wang, Chengcheng, et al.
Published: (2024)
by: Wang, Chengcheng, et al.
Published: (2024)
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution
by: Lin, Junxiong, et al.
Published: (2024)
by: Lin, Junxiong, et al.
Published: (2024)
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion
by: Heinimann, Oliver, et al.
Published: (2025)
by: Heinimann, Oliver, et al.
Published: (2025)
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations
by: Wen, Weilei, et al.
Published: (2025)
by: Wen, Weilei, et al.
Published: (2025)
Taming Stable Diffusion for Computed Tomography Blind Super-Resolution
by: Li, Chunlei, et al.
Published: (2025)
by: Li, Chunlei, et al.
Published: (2025)
Blind Video Super-Resolution based on Implicit Kernels
by: Zhu, Qiang, et al.
Published: (2025)
by: Zhu, Qiang, et al.
Published: (2025)
DR-BFR: Degradation Representation with Diffusion Models for Blind Face Restoration
by: Qiu, Xinmin, et al.
Published: (2024)
by: Qiu, Xinmin, et al.
Published: (2024)
Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation
by: Li, Anqi, et al.
Published: (2024)
by: Li, Anqi, et al.
Published: (2024)
Learning Hierarchical Color Guidance for Depth Map Super-Resolution
by: Cong, Runmin, et al.
Published: (2024)
by: Cong, Runmin, et al.
Published: (2024)
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation
by: Xie, Rui, et al.
Published: (2024)
by: Xie, Rui, et al.
Published: (2024)
TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution
by: Liu, Baolin, et al.
Published: (2023)
by: Liu, Baolin, et al.
Published: (2023)
Incorporating Uncertainty-Guided and Top-k Codebook Matching for Real-World Blind Image Super-Resolution
by: Wen, Weilei, et al.
Published: (2025)
by: Wen, Weilei, et al.
Published: (2025)
History-Augmented Contrastive Learning With Soft Mixture of Experts for Blind Super-Resolution of Planetary Remote Sensing Images
by: Zhao, Hui-Jia, et al.
Published: (2025)
by: Zhao, Hui-Jia, et al.
Published: (2025)
Feature Denoising Diffusion Model for Blind Image Quality Assessment
by: Li, Xudong, et al.
Published: (2024)
by: Li, Xudong, et al.
Published: (2024)
Federated Learning for Blind Image Super-Resolution
by: Moser, Brian B., et al.
Published: (2024)
by: Moser, Brian B., et al.
Published: (2024)
PGP-DiffSR: Phase-Guided Progressive Pruning for Efficient Diffusion-based Image Super-Resolution
by: Yang, Zhongbao, et al.
Published: (2025)
by: Yang, Zhongbao, et al.
Published: (2025)
Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models
by: Xiao, Jun, et al.
Published: (2024)
by: Xiao, Jun, et al.
Published: (2024)
Learning to Balance: Decoupled Siamese Diffusion Transformer for Reference-Based Remote Sensing Image Super-Resolution
by: Luo, Bin, et al.
Published: (2026)
by: Luo, Bin, et al.
Published: (2026)
Self-Diffusion Driven Blind Imaging
by: Yang, Yanlong, et al.
Published: (2025)
by: Yang, Yanlong, et al.
Published: (2025)
Spatial Degradation-Aware and Temporal Consistent Diffusion Model for Compressed Video Super-Resolution
by: An, Hongyu, et al.
Published: (2025)
by: An, Hongyu, et al.
Published: (2025)
Similar Items
-
Taming Real-World Space-Time Video Super-Resolution with One-Step Diffusion
by: Wei, Shuoyan, et al.
Published: (2026) -
Learning the Degradation Distribution for Blind Image Super-Resolution
by: Luo, Zhengxiong, et al.
Published: (2022) -
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
by: Liu, Qingguo, et al.
Published: (2024) -
Preserving Full Degradation Details for Blind Image Super-Resolution
by: Liu, Hongda, et al.
Published: (2024) -
Towards Robust and Generalizable Continuous Space-Time Video Super-Resolution with Events
by: Wei, Shuoyan, et al.
Published: (2025)