| Distilling Semantic Priors from SAM to Efficient Image Restoration Models | Mar 25, 2024 | DeblurringDenoising | —Unverified | 0 |
| GT-Rain Single Image Deraining Challenge Report | Mar 18, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| TRG-Net: An Interpretable and Controllable Rain Generator | Mar 15, 2024 | Data AugmentationRain Removal | CodeCode Available | 0 |
| Gabor-guided transformer for single image deraining | Mar 12, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Boosting Image Restoration via Priors from Pre-trained Models | Mar 11, 2024 | DeblurringDenoising | —Unverified | 0 |
| NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes | Feb 28, 2024 | Autonomous DrivingRain Removal | CodeCode Available | 0 |
| IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer | Feb 24, 2024 | Contrastive LearningDeblurring | CodeCode Available | 0 |
| Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction | Feb 7, 2024 | Rain Removal | CodeCode Available | 0 |
| DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining | Jan 16, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction | Jan 1, 2024 | Rain RemovalVideo deraining | —Unverified | 0 |
| ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration | Dec 22, 2023 | DeblurringRain Removal | CodeCode Available | 0 |
| End-to-end Rain Streak Removal with RAW Images | Dec 20, 2023 | Rain Removal | —Unverified | 0 |
| Dynamic Association Learning of Self-Attention and Convolution in Image Restoration | Nov 9, 2023 | DecoderImage Restoration | —Unverified | 0 |
| See SIFT in a Rain | Nov 1, 2023 | Rain Removal | CodeCode Available | 0 |
| Towards Unified Deep Image Deraining: A Survey and A New Benchmark | Oct 5, 2023 | Rain Removal | —Unverified | 0 |
| EGVD: Event-Guided Video Deraining | Sep 29, 2023 | Motion DetectionRain Removal | CodeCode Available | 0 |
| Multi-dimension Queried and Interacting Network for Stereo Image Deraining | Sep 19, 2023 | Rain Removal | CodeCode Available | 0 |
| Latent Degradation Representation Constraint for Single Image Deraining | Sep 9, 2023 | DecoderRain Removal | CodeCode Available | 0 |
| Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention | Aug 15, 2023 | Image ReconstructionRain Removal | —Unverified | 0 |
| Towards General and Fast Video Derain via Knowledge Distillation | Aug 10, 2023 | DecoderKnowledge Distillation | —Unverified | 0 |
| A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining | Aug 7, 2023 | Contrastive LearningRain Removal | —Unverified | 0 |
| Decomposition Ascribed Synergistic Learning for Unified Image Restoration | Aug 1, 2023 | DeblurringDenoising | —Unverified | 0 |
| Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining | Jul 19, 2023 | Rain Removal | —Unverified | 0 |
| Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images | Jul 11, 2023 | DeblurringDomain Adaptation | —Unverified | 0 |
| Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining | May 29, 2023 | Contrastive Learningobject-detection | —Unverified | 0 |