| Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition | Jan 1, 2023 | Image RestorationImage Shadow Removal | —Unverified | 0 | 0 |
| Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network | Jan 23, 2020 | Rain RemovalSingle Image Deraining | —Unverified | 0 | 0 |
| Video Desnowing and Deraining Based on Matrix Decomposition | Jul 1, 2017 | Optical Flow EstimationRain Removal | —Unverified | 0 | 0 |
| Decomposition Ascribed Synergistic Learning for Unified Image Restoration | Aug 1, 2023 | DeblurringDenoising | —Unverified | 0 | 0 |
| Video Rain Streak Removal by Multiscale Convolutional Sparse Coding | Jun 1, 2018 | Rain RemovalVideo deraining | —Unverified | 0 | 0 |
| DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal | Aug 3, 2020 | Rain Removal | —Unverified | 0 | 0 |
| Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining | May 22, 2025 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Cycle Contrastive Adversarial Learning for Unsupervised image Deraining | Jul 16, 2024 | Contrastive LearningGenerative Adversarial Network | —Unverified | 0 | 0 |
| SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers | Dec 17, 2021 | DenoisingImage Restoration | —Unverified | 0 | 0 |
| Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks | Mar 21, 2025 | AllImage Restoration | —Unverified | 0 | 0 |
