| KNN Local Attention for Image Restoration | Jan 1, 2022 | DeblurringDenoising | —Unverified | 0 |
| GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation | Jan 1, 2022 | Deblurringfeature selection | —Unverified | 0 |
| Dreaming To Prune Image Deraining Networks | Jan 1, 2022 | Model CompressionRain Removal | —Unverified | 0 |
| SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers | Dec 17, 2021 | DenoisingImage Restoration | —Unverified | 0 |
| TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis | Dec 3, 2021 | Rain Removal | CodeCode Available | 0 |
| ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Hierarchical Representation | Nov 25, 2021 | Rain Removal | CodeCode Available | 1 |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | Nov 18, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 1 |
| SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining | Nov 17, 2021 | Contrastive LearningImage Restoration | CodeCode Available | 1 |
| Triple-level Model Inferred Collaborative Network Architecture for Video Deraining | Nov 8, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 0 |
| Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM | Nov 5, 2021 | DecoderRain Removal | CodeCode Available | 1 |
