| 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 |
| Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration | Sep 12, 2023 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks | Aug 27, 2023 | Rain Removal | CodeCode Available | 1 |
| Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration | Aug 17, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal | Aug 7, 2023 | DiversityRain Removal | CodeCode Available | 1 |
| HQ-50K: A Large-scale, High-quality Dataset for Image Restoration | Jun 8, 2023 | DenoisingDiversity | CodeCode Available | 1 |
| GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions | May 29, 2023 | Image RestorationRain Removal | CodeCode Available | 1 |
| WaveDM: Wavelet-Based Diffusion Models for Image Restoration | May 23, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Reciprocal Attention Mixing Transformer for Lightweight Image Restoration | May 19, 2023 | DenoisingImage Restoration | CodeCode Available | 1 |
| Event-Aware Video Deraining via Multi-Patch Progressive Learning | May 10, 2023 | Rain RemovalVideo deraining | CodeCode Available | 1 |
