| GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views | Jul 11, 2024 | DeblurringImage Generation | CodeCode Available | 1 | 5 |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | Nov 18, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 1 | 5 |
| Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey | May 22, 2025 | DeblurringDeep Learning | CodeCode Available | 1 | 5 |
| A Mountain-Shaped Single-Stage Network for Accurate Image Restoration | May 9, 2023 | DeblurringDecoder | CodeCode Available | 1 | 5 |
| GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions | May 29, 2023 | Image RestorationRain Removal | CodeCode Available | 1 | 5 |
| Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images | Oct 9, 2020 | Image DehazingImage Generation | CodeCode Available | 1 | 5 |
| Pre-Trained Image Processing Transformer | Dec 1, 2020 | Color Image DenoisingContrastive Learning | CodeCode Available | 1 | 5 |
| Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining | Jan 7, 2022 | Data AugmentationRain Removal | CodeCode Available | 1 | 5 |
| Exploiting Regional Information Transformer for Single Image Deraining | Feb 25, 2024 | Image ReconstructionRain Removal | CodeCode Available | 1 | 5 |
| IRNeXt: Rethinking Convolutional Network Design for Image Restoration | Apr 24, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 | 5 |
| Restormer-Plus for Real World Image Deraining: One State-of-the-Art Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3) | May 9, 2023 | Rain RemovalSSIM | CodeCode Available | 1 | 5 |
| Self-Aligned Video Deraining With Transmission-Depth Consistency | Jun 19, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 1 | 5 |
| Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks | Aug 27, 2023 | Rain Removal | CodeCode Available | 1 | 5 |
| HQ-50K: A Large-scale, High-quality Dataset for Image Restoration | Jun 8, 2023 | DenoisingDiversity | CodeCode Available | 1 | 5 |
| TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain | Nov 1, 2023 | Contrastive LearningImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Directional Regularized Tensor Modeling for Video Rain Streaks Removal | Feb 19, 2019 | Object RecognitionRain Removal | CodeCode Available | 0 | 5 |
| Residual Squeeze-and-Excitation Network for Fast Image Deraining | Jun 1, 2020 | DecoderRain Removal | CodeCode Available | 0 | 5 |
| Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt Guidance | Jun 18, 2024 | AllDeblurring | CodeCode Available | 0 | 5 |
| Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian Process | Aug 16, 2022 | Depth EstimationRain Removal | CodeCode Available | 0 | 5 |
| Image De-raining Using a Conditional Generative Adversarial Network | Jan 21, 2017 | Generative Adversarial NetworkRain Removal | CodeCode Available | 0 | 5 |
| Rain Removal in Traffic Surveillance: Does it Matter? | Oct 30, 2018 | Instance SegmentationRain Removal | CodeCode Available | 0 | 5 |
| High-resolution Rainy Image Synthesis: Learning from Rendering | Feb 23, 2025 | Image GenerationRain Removal | CodeCode Available | 0 | 5 |
| Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning | Jun 1, 2019 | Image RestorationRain Removal | CodeCode Available | 0 | 5 |
| Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning | Apr 10, 2019 | Image RestorationRain Removal | CodeCode Available | 0 | 5 |
| Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines | Sep 7, 2024 | Image DehazingImage Restoration | CodeCode Available | 0 | 5 |
