| Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining | May 22, 2025 | object-detectionObject Detection | —Unverified | 0 |
| SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams | Mar 26, 2025 | Rain RemovalVideo deraining | —Unverified | 0 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining | Jul 31, 2024 | Optical Flow EstimationRain Removal | CodeCode Available | 2 |
| A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+ | Jun 8, 2024 | Rain RemovalSegmentation | —Unverified | 0 |
| NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction | Jan 1, 2024 | Rain RemovalVideo deraining | —Unverified | 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 |
| Event-Aware Video Deraining via Multi-Patch Progressive Learning | May 10, 2023 | Rain RemovalVideo deraining | CodeCode Available | 1 |
| Video Waterdrop Removal via Spatio-Temporal Fusion in Driving Scenes | Feb 12, 2023 | Autonomous DrivingRaindrop Removal | CodeCode Available | 1 |
