| DRT: A Lightweight Single Image Deraining Recursive Transformer | Apr 25, 2022 | Image RestorationRain Removal | CodeCode Available | 1 |
| Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond | Mar 31, 2022 | Rain Removal | CodeCode Available | 1 |
| Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity | Mar 22, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 1 |
| 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 |
| Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining | Jan 7, 2022 | Data AugmentationRain Removal | CodeCode Available | 1 |
| 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 |
| Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM | Nov 5, 2021 | DecoderRain Removal | CodeCode Available | 1 |
| 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 |
| 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 |
| Self-Aligned Video Deraining With Transmission-Depth Consistency | Jun 19, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 1 |
| Uformer: A General U-Shaped Transformer for Image Restoration | Jun 6, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| HINet: Half Instance Normalization Network for Image Restoration | May 13, 2021 | DeblurringDenoising | CodeCode Available | 1 |
| Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework | Mar 23, 2021 | Rain RemovalVideo deraining | CodeCode Available | 1 |
| Semi-Supervised Video Deraining with Dynamical Rain Generator | Mar 14, 2021 | Rain RemovalVideo deraining | CodeCode Available | 1 |
| Multi-Stage Progressive Image Restoration | Feb 4, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| Robust Representation Learning with Feedback for Single Image Deraining | Jan 29, 2021 | Rain RemovalRepresentation Learning | CodeCode Available | 1 |
| Pre-Trained Image Processing Transformer | Dec 1, 2020 | Color Image DenoisingContrastive Learning | CodeCode Available | 1 |
| CLEARER: Multi-Scale Neural Architecture Search for Image Restoration | Dec 1, 2020 | DenoisingGPU | CodeCode Available | 1 |
| Exploring Overcomplete Representations for Single Image Deraining using CNNs | Oct 20, 2020 | DecoderRain Removal | CodeCode Available | 1 |
| Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images | Oct 9, 2020 | Image DehazingImage Generation | CodeCode Available | 1 |
