| MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks | Sep 29, 2020 | DecoderRain Removal | CodeCode Available | 1 |
| Semi-Supervised Image Deraining using Gaussian Processes | Sep 25, 2020 | Gaussian ProcessesRain Removal | CodeCode Available | 1 |
| EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining | Sep 19, 2020 | Data AugmentationRain Removal | CodeCode Available | 1 |
| From Rain Generation to Rain Removal | Aug 8, 2020 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network | Aug 6, 2020 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Rethinking Image Deraining via Rain Streaks and Vapors | Aug 3, 2020 | Image GenerationImage Restoration | CodeCode Available | 1 |
| Wavelet-Based Dual-Branch Network for Image Demoireing | Jul 14, 2020 | DemoireImage Restoration | CodeCode Available | 1 |
| Syn2Real Transfer Learning for Image Deraining using Gaussian Processes | Jun 10, 2020 | Gaussian ProcessesRain Removal | CodeCode Available | 1 |
| Detail-recovery Image Deraining via Context Aggregation Networks | Jun 1, 2020 | Rain Removal | CodeCode Available | 1 |
| Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence | Jun 1, 2020 | Motion EstimationRain Removal | CodeCode Available | 1 |
| PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze Removal | May 14, 2020 | Computational PhenotypingDenoising | CodeCode Available | 1 |
| A Model-driven Deep Neural Network for Single Image Rain Removal | May 4, 2020 | Dictionary LearningRain Removal | CodeCode Available | 1 |
| Conditional Variational Image Deraining | Apr 23, 2020 | Density EstimationRain Removal | CodeCode Available | 1 |
| Multi-Scale Progressive Fusion Network for Single Image Deraining | Mar 24, 2020 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking | Dec 15, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| TDiR: Transformer based Diffusion for Image Restoration Tasks | Jun 25, 2025 | DenoisingImage Enhancement | —Unverified | 0 |
| Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining | May 22, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models | May 13, 2025 | Generative Adversarial NetworkImage Inpainting | CodeCode Available | 0 |
| PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining | May 8, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams | Mar 26, 2025 | Rain RemovalVideo deraining | —Unverified | 0 |
| Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks | Mar 21, 2025 | AllImage Restoration | —Unverified | 0 |
| Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal | Mar 20, 2025 | Image ReconstructionRain Removal | CodeCode Available | 0 |
| Intra and Inter Parser-Prompted Transformers for Effective Image Restoration | Mar 18, 2025 | DeblurringImage Restoration | CodeCode Available | 0 |
| High-resolution Rainy Image Synthesis: Learning from Rendering | Feb 23, 2025 | Image GenerationRain Removal | CodeCode Available | 0 |
| Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration | Jan 27, 2025 | 4k8k | —Unverified | 0 |
