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| Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining | Mar 24, 2025 | Rain Removal | CodeCode Available | 1 |
| Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks | Mar 21, 2025 | AllImage Restoration | —Unverified | 0 |
| Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal | Mar 20, 2025 | Image ReconstructionRain Removal | CodeCode Available | 0 |
| Intra and Inter Parser-Prompted Transformers for Effective Image Restoration | Mar 18, 2025 | DeblurringImage Restoration | CodeCode Available | 0 |
| High-resolution Rainy Image Synthesis: Learning from Rendering | Feb 23, 2025 | Image GenerationRain Removal | CodeCode Available | 0 |
| Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration | Jan 27, 2025 | 4k8k | —Unverified | 0 |
| Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression | Jan 16, 2025 | Contrastive LearningDeblurring | —Unverified | 0 |
| MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration | Jan 8, 2025 | DeblurringDenoising | CodeCode Available | 2 |
| A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts | Jan 1, 2025 | Image RestorationRain Removal | CodeCode Available | 1 |
