| Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity | Nov 2, 2022 | Contrastive LearningRain Removal | —Unverified | 0 |
| Unsupervised Image Deraining: Optimization Model Driven Deep CNN | Mar 25, 2022 | modelRain Removal | —Unverified | 0 |
| Unsupervised Network for Single Image Raindrop Removal | Dec 4, 2024 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Unsupervised Single Image Deraining with Self-supervised Constraints | Nov 21, 2018 | BenchmarkingGenerative Adversarial Network | —Unverified | 0 |
| Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition | Jan 1, 2023 | Image RestorationImage Shadow Removal | —Unverified | 0 |
| Video Desnowing and Deraining Based on Matrix Decomposition | Jul 1, 2017 | Optical Flow EstimationRain Removal | —Unverified | 0 |
| Video Rain Streak Removal by Multiscale Convolutional Sparse Coding | Jun 1, 2018 | Rain RemovalVideo deraining | —Unverified | 0 |
| Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks | Mar 21, 2025 | AllImage Restoration | —Unverified | 0 |
| Wavelet-Based Dual-Branch Network for Image Demoiréing | Aug 1, 2020 | Image RestorationRain Removal | —Unverified | 0 |
| Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining | Jul 17, 2020 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Gradual Network for Single Image De-raining | Sep 20, 2019 | Rain Removal | —Unverified | 0 |
| Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset | Apr 2, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 |
| Deep Joint Rain Detection and Removal from a Single Image | Sep 25, 2016 | Rain Removal | CodeCode Available | 0 |
| Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian Process | Aug 16, 2022 | Depth EstimationRain Removal | CodeCode Available | 0 |
| Rain Removal in Traffic Surveillance: Does it Matter? | Oct 30, 2018 | Instance SegmentationRain Removal | CodeCode Available | 0 |
| Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing | Nov 15, 2022 | Image RestorationMulti-Task Learning | CodeCode Available | 0 |
| Clearing the Skies: A deep network architecture for single-image rain removal | Sep 7, 2016 | Image EnhancementRain Removal | CodeCode Available | 0 |
| Progressive Image Deraining Networks: A Better and Simpler Baseline | Jan 26, 2019 | Image Super-ResolutionRain Removal | CodeCode Available | 0 |
| Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines | Sep 7, 2024 | Image DehazingImage Restoration | CodeCode Available | 0 |
| ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images | Mar 17, 2022 | Rain Removal | CodeCode Available | 0 |
| When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image Filters | Mar 1, 2022 | DenoisingRain Removal | CodeCode Available | 0 |
| PMS-Net: Robust Haze Removal Based on Patch Map for Single Images | Jun 1, 2019 | Computational PhenotypingDenoising | CodeCode Available | 0 |
| Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning | Jun 1, 2019 | Image RestorationRain Removal | CodeCode Available | 0 |
| Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models | May 13, 2025 | Generative Adversarial NetworkImage Inpainting | CodeCode Available | 0 |
| Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark | May 6, 2023 | Autonomous DrivingContrastive Learning | CodeCode Available | 0 |
