| Mixed Hierarchy Network for Image Restoration | Feb 19, 2023 | DeblurringDecoder | CodeCode Available | 1 |
| Image Restoration with Mean-Reverting Stochastic Differential Equations | Jan 27, 2023 | DeblurringDenoising | CodeCode Available | 2 |
| Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing | Nov 15, 2022 | Image RestorationMulti-Task Learning | CodeCode Available | 0 |
| Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration | Oct 3, 2022 | DecoderImage Dehazing | —Unverified | 0 |
| Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network | Sep 16, 2022 | Autonomous NavigationRain Removal | —Unverified | 0 |
| Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models | Jul 29, 2022 | DenoisingImage Restoration | CodeCode Available | 2 |
| Not Just Streaks: Towards Ground Truth for Single Image Deraining | Jun 22, 2022 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Toward Real-world Single Image Deraining: A New Benchmark and Beyond | Jun 11, 2022 | Domain GeneralizationImage Restoration | CodeCode Available | 1 |
| DRT: A Lightweight Single Image Deraining Recursive Transformer | Apr 25, 2022 | Image RestorationRain Removal | CodeCode Available | 1 |
| Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework | Feb 19, 2022 | DiversityRain Removal | —Unverified | 0 |
| 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 |
| TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions | Nov 29, 2021 | AllDecoder | 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 |
| Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM | Nov 5, 2021 | DecoderRain Removal | CodeCode Available | 1 |
| Unpaired Deep Image Deraining Using Dual Contrastive Learning | Sep 7, 2021 | Contrastive LearningImage Restoration | —Unverified | 0 |
| Structure-Preserving Deraining with Residue Channel Prior Guidance | Aug 20, 2021 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining | Jul 14, 2021 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Direction-aware Feature-level Frequency Decomposition for Single Image Deraining | Jun 15, 2021 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| SDNet: mutil-branch for single image deraining using swin | May 31, 2021 | Autonomous DrivingRain Removal | CodeCode Available | 0 |
| HINet: Half Instance Normalization Network for Image Restoration | May 13, 2021 | DeblurringDenoising | CodeCode Available | 1 |
