| DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining | Jan 16, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Latent Degradation Representation Constraint for Single Image Deraining | Sep 9, 2023 | DecoderRain Removal | CodeCode Available | 0 |
| Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention | Aug 15, 2023 | Image ReconstructionRain Removal | —Unverified | 0 |
| A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG^2+ Track 3 | May 13, 2023 | Image RestorationRain Removal | CodeCode Available | 0 |
| Single Image Deraining via Feature-based Deep Convolutional Neural Network | May 3, 2023 | Rain RemovalSingle Image Deraining | —Unverified | 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 |
| Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration | Oct 3, 2022 | DecoderImage Dehazing | —Unverified | 0 |
| Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network | Sep 16, 2022 | Autonomous NavigationRain Removal | —Unverified | 0 |
| Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework | Feb 19, 2022 | DiversityRain Removal | —Unverified | 0 |
| Online-updated High-order Collaborative Networks for Single Image Deraining | Feb 14, 2022 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Unpaired Deep Image Deraining Using Dual Contrastive Learning | Sep 7, 2021 | Contrastive LearningImage Restoration | —Unverified | 0 |
| Direction-aware Feature-level Frequency Decomposition for Single Image Deraining | Jun 15, 2021 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| SDNet: mutil-branch for single image deraining using swin | May 31, 2021 | Autonomous DrivingRain Removal | CodeCode Available | 0 |
| Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining | Apr 25, 2021 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 |
| Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images | Apr 16, 2021 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Towards a Unified Approach to Single Image Deraining and Dehazing | Mar 26, 2021 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Multi-Scale Progressive Fusion Learning for Depth Map Super-Resolution | Nov 24, 2020 | Depth Map Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining | Oct 19, 2020 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining | Jul 17, 2020 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Single Image Deraining via Scale-space Invariant Attention Neural Network | Jun 9, 2020 | Image EnhancementRain Removal | —Unverified | 0 |
| Physical Model Guided Deep Image Deraining | Mar 30, 2020 | Autonomous Drivingmodel | —Unverified | 0 |
| Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network | Jan 23, 2020 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Single Image Deraining: From Model-Based to Data-Driven and Beyond | Dec 16, 2019 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining | Dec 6, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 |
| Confidence Measure Guided Single Image De-raining | Sep 10, 2019 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining | Aug 28, 2019 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Deep Single Image Deraining Via Estimating Transmission and Atmospheric Light in rainy Scenes | Jun 22, 2019 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining | Jun 12, 2019 | Single Image Deraining | CodeCode Available | 0 |
| PMS-Net: Robust Haze Removal Based on Patch Map for Single Images | Jun 1, 2019 | Computational PhenotypingDenoising | CodeCode Available | 0 |
| Depth-Attentional Features for Single-Image Rain Removal | Jun 1, 2019 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| An Effective Two-Branch Model-Based Deep Network for Single Image Deraining | May 14, 2019 | Autonomous DrivingRain 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 |
| Single Image Deraining: A Comprehensive Benchmark Analysis | Mar 20, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 |
| Progressive Image Deraining Networks: A Better and Simpler Baseline | Jan 26, 2019 | Image Super-ResolutionRain Removal | CodeCode Available | 0 |
| Unsupervised Single Image Deraining with Self-supervised Constraints | Nov 21, 2018 | BenchmarkingGenerative Adversarial Network | —Unverified | 0 |
| A Deep Tree-Structured Fusion Model for Single Image Deraining | Nov 21, 2018 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Semi-Supervised Translation with MMD Networks | Oct 28, 2018 | Single Image DerainingTranslation | —Unverified | 0 |
| Semi-supervised Transfer Learning for Image Rain Removal | Jul 29, 2018 | Deep LearningRain Removal | CodeCode Available | 0 |
| Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining | Jul 16, 2018 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Lightweight Pyramid Networks for Image Deraining | May 16, 2018 | 8kRain Removal | —Unverified | 0 |
| Residual-Guide Feature Fusion Network for Single Image Deraining | Apr 20, 2018 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Density-aware Single Image De-raining using a Multi-stream Dense Network | Feb 21, 2018 | Density EstimationSingle Image Deraining | CodeCode Available | 0 |
| Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network | Dec 19, 2017 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Clearing the Skies: A deep network architecture for single-image rain removal | Sep 7, 2016 | Image EnhancementRain Removal | CodeCode Available | 0 |