| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 |
| BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond | Dec 3, 2020 | Super-ResolutionVideo deraining | CodeCode Available | 3 |
| Learning Trajectory-Aware Transformer for Video Super-Resolution | Apr 8, 2022 | Super-ResolutionVideo deraining | CodeCode Available | 2 |
| RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining | Jul 31, 2024 | Optical Flow EstimationRain Removal | CodeCode Available | 2 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Video Waterdrop Removal via Spatio-Temporal Fusion in Driving Scenes | Feb 12, 2023 | Autonomous DrivingRaindrop Removal | 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 |
| Event-Aware Video Deraining via Multi-Patch Progressive Learning | May 10, 2023 | Rain RemovalVideo deraining | CodeCode Available | 1 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | Jun 5, 2022 | Analog Video RestorationDeblurring | CodeCode Available | 1 |
| Removing Raindrops and Rain Streaks in One Go | Jun 19, 2021 | Neural Architecture SearchRaindrop Removal | CodeCode Available | 1 |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | Nov 18, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 1 |
| Self-Aligned Video Deraining With Transmission-Depth Consistency | Jun 19, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 1 |
| Semi-Supervised Video Deraining with Dynamical Rain Generator | Mar 14, 2021 | Rain RemovalVideo deraining | CodeCode Available | 1 |
| Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining | Jan 7, 2022 | Data AugmentationRain Removal | CodeCode Available | 1 |
| Unsupervised Video Deraining with An Event Camera | Jan 1, 2023 | Contrastive LearningRain Removal | CodeCode Available | 1 |
| NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction | Jan 1, 2024 | Rain RemovalVideo deraining | —Unverified | 0 |
| Towards Safer Transportation: a self-supervised learning approach for traffic video deraining | Oct 11, 2021 | ManagementRain Removal | —Unverified | 0 |
| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 |
| Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining | May 22, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Video Rain Streak Removal by Multiscale Convolutional Sparse Coding | Jun 1, 2018 | Rain RemovalVideo deraining | —Unverified | 0 |
| SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams | Mar 26, 2025 | Rain RemovalVideo deraining | —Unverified | 0 |
| Neural Compression-Based Feature Learning for Video Restoration | Mar 17, 2022 | DenoisingQuantization | —Unverified | 0 |
| A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+ | Jun 8, 2024 | Rain RemovalSegmentation | —Unverified | 0 |
| MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution | Nov 9, 2020 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 0 |
| Triple-level Model Inferred Collaborative Network Architecture for Video Deraining | Nov 8, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 0 |
| Video-to-Video Synthesis | Aug 20, 2018 | 2kSemantic Segmentation | CodeCode Available | 0 |
| Frame-Consistent Recurrent Video Deraining With Dual-Level Flow | Jun 1, 2019 | Rain RemovalVideo deraining | CodeCode Available | 0 |
| Directional Regularized Tensor Modeling for Video Rain Streaks Removal | Feb 19, 2019 | Object RecognitionRain Removal | CodeCode Available | 0 |
| EGVD: Event-Guided Video Deraining | Sep 29, 2023 | Motion DetectionRain Removal | CodeCode Available | 0 |
| 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 |
