| GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views | Jul 11, 2024 | DeblurringImage Generation | CodeCode Available | 1 | 5 |
| Not Just Streaks: Towards Ground Truth for Single Image Deraining | Jun 22, 2022 | Rain RemovalSingle Image Deraining | 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 |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | Nov 18, 2021 | Color Image DenoisingDeblurring | 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 |
| Self-Aligned Video Deraining With Transmission-Depth Consistency | Jun 19, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 1 | 5 |
| Selective Frequency Network for Image Restoration | Apr 13, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 | 5 |
| LIR: A Lightweight Baseline for Image Restoration | Feb 2, 2024 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning | Sep 3, 2022 | Image DehazingImage Restoration | CodeCode Available | 1 | 5 |
| Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond | Mar 31, 2022 | Rain Removal | CodeCode Available | 1 | 5 |
| Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining | Jan 7, 2022 | Data AugmentationRain Removal | CodeCode Available | 1 | 5 |
| Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration | Sep 12, 2023 | Contrastive LearningImage Dehazing | CodeCode Available | 1 | 5 |
| HQ-50K: A Large-scale, High-quality Dataset for Image Restoration | Jun 8, 2023 | DenoisingDiversity | CodeCode Available | 1 | 5 |
| Masked Autoencoders as Image Processors | Mar 30, 2023 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| Intra and Inter Parser-Prompted Transformers for Effective Image Restoration | Mar 18, 2025 | DeblurringImage Restoration | CodeCode Available | 0 | 5 |
| Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset | Apr 2, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 | 5 |
| Directional Regularized Tensor Modeling for Video Rain Streaks Removal | Feb 19, 2019 | Object RecognitionRain 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 |
| Semi-supervised Transfer Learning for Image Rain Removal | Jul 29, 2018 | Deep LearningRain Removal | CodeCode Available | 0 | 5 |
| High-resolution Rainy Image Synthesis: Learning from Rendering | Feb 23, 2025 | Image GenerationRain Removal | CodeCode Available | 0 | 5 |
| Single Image Deraining: A Comprehensive Benchmark Analysis | Mar 20, 2019 | Rain RemovalSingle Image Deraining | 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 |
| Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains | Apr 18, 2024 | Contrastive LearningRain Removal | CodeCode Available | 0 | 5 |
| SDNet: mutil-branch for single image deraining using swin | May 31, 2021 | Autonomous DrivingRain Removal | CodeCode Available | 0 | 5 |
| See SIFT in a Rain | Nov 1, 2023 | Rain Removal | CodeCode Available | 0 | 5 |
| Self-Refining Deep Symmetry Enhanced Network for Rain Removal | Nov 6, 2018 | Image RestorationRain Removal | CodeCode Available | 0 | 5 |
| Deep Joint Rain Detection and Removal from a Single Image | Sep 25, 2016 | Rain Removal | CodeCode Available | 0 | 5 |
| Gated Context Aggregation Network for Image Dehazing and Deraining | Nov 21, 2018 | Image DehazingRain Removal | CodeCode Available | 0 | 5 |
| Robust Deep Ensemble Method for Real-world Image Denoising | Jun 8, 2022 | DeblurringDenoising | CodeCode Available | 0 | 5 |
| Detail-recovery Image Deraining via Dual Sample-augmented Contrastive Learning | Apr 6, 2022 | Contrastive LearningRain Removal | CodeCode Available | 0 | 5 |
| Frame-Consistent Recurrent Video Deraining With Dual-Level Flow | Jun 1, 2019 | Rain RemovalVideo deraining | CodeCode Available | 0 | 5 |
| A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG^2+ Track 3 | May 13, 2023 | Image RestorationRain Removal | CodeCode Available | 0 | 5 |
| Residual Squeeze-and-Excitation Network for Fast Image Deraining | Jun 1, 2020 | DecoderRain Removal | CodeCode Available | 0 | 5 |
| Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing | Nov 15, 2022 | Image RestorationMulti-Task Learning | 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 |
| Rain Removal in Traffic Surveillance: Does it Matter? | Oct 30, 2018 | Instance SegmentationRain Removal | CodeCode Available | 0 | 5 |
| Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt Guidance | Jun 18, 2024 | AllDeblurring | CodeCode Available | 0 | 5 |
| Attentive Generative Adversarial Network for Raindrop Removal from a Single Image | Nov 28, 2017 | Generative Adversarial NetworkRaindrop Removal | CodeCode Available | 0 | 5 |
| Enhanced Control for Diffusion Bridge in Image Restoration | Aug 29, 2024 | DenoisingImage Restoration | CodeCode Available | 0 | 5 |
| Attention Based Real Image Restoration | Apr 26, 2020 | DenoisingImage Restoration | CodeCode Available | 0 | 5 |
| Progressive Image Deraining Networks: A Better and Simpler Baseline | Jan 26, 2019 | Image Super-ResolutionRain Removal | CodeCode Available | 0 | 5 |
| EGVD: Event-Guided Video Deraining | Sep 29, 2023 | Motion DetectionRain Removal | CodeCode Available | 0 | 5 |
| A Survey on Rain Removal from Video and Single Image | Sep 18, 2019 | Rain RemovalSurvey | CodeCode Available | 0 | 5 |
| NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes | Feb 28, 2024 | Autonomous DrivingRain Removal | CodeCode Available | 0 | 5 |
| NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining | Dec 6, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 | 5 |
| Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement | Aug 10, 2022 | Image DehazingImage Enhancement | CodeCode Available | 0 | 5 |
| Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction | Feb 7, 2024 | Rain Removal | CodeCode Available | 0 | 5 |
| ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images | Mar 17, 2022 | Rain Removal | CodeCode Available | 0 | 5 |
