| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 |
| Towards Real-world Event-guided Low-light Video Enhancement and Deblurring | Aug 27, 2024 | DeblurringVideo Enhancement | CodeCode Available | 2 |
| Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models | Jul 14, 2024 | DenoisingVideo Enhancement | CodeCode Available | 2 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 |
| UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement | Apr 22, 2024 | 4kImage Enhancement | CodeCode Available | 2 |
| NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results | May 5, 2025 | Video Enhancement | CodeCode Available | 1 |
| Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement | Aug 22, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance | May 6, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 1 |
| Binarized Low-light Raw Video Enhancement | Mar 29, 2024 | DenoisingVideo Enhancement | CodeCode Available | 1 |
| End-To-End Underwater Video Enhancement: Dataset and Model | Mar 18, 2024 | Image EnhancementVideo Enhancement | CodeCode Available | 1 |
