| Task Adaptive Network for Image Restoration With Combined Degradation Factors | Feb 15, 2022 | Image RestorationRain Removal | CodeCode Available | 1 |
| On Representation Learning with Feedback | Feb 15, 2022 | Rain RemovalRepresentation Learning | CodeCode Available | 1 |
| Online-updated High-order Collaborative Networks for Single Image Deraining | Feb 14, 2022 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| MAXIM: Multi-Axis MLP for Image Processing | Jan 9, 2022 | DeblurringDenoising | CodeCode Available | 3 |
| Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining | Jan 7, 2022 | Data AugmentationRain Removal | CodeCode Available | 1 |
| 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 |
| M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles | Oct 12, 2021 | Autonomous VehiclesGenerative Adversarial Network | —Unverified | 0 |
| Towards Safer Transportation: a self-supervised learning approach for traffic video deraining | Oct 11, 2021 | ManagementRain Removal | —Unverified | 0 |
| UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image | Oct 11, 2021 | Autonomous VehiclesGenerative Adversarial Network | —Unverified | 0 |
| Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving | Sep 15, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Unpaired Deep Image Deraining Using Dual Contrastive Learning | Sep 7, 2021 | Contrastive LearningImage Restoration | —Unverified | 0 |
| Blind Image Decomposition | Aug 25, 2021 | Rain Removal | CodeCode Available | 1 |
| Structure-Preserving Deraining with Residue Channel Prior Guidance | Aug 20, 2021 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Rain Removal and Illumination Enhancement Done in One Go | Aug 9, 2021 | DecoderImage Enhancement | —Unverified | 0 |
| RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining | Jul 14, 2021 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Removing Raindrops and Rain Streaks in One Go | Jun 19, 2021 | Neural Architecture SearchRaindrop Removal | CodeCode Available | 1 |
