| Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement | Aug 10, 2022 | Image DehazingImage Enhancement | CodeCode Available | 0 |
| Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models | Jul 29, 2022 | DenoisingImage Restoration | CodeCode Available | 2 |
| Magic ELF: Image Deraining Meets Association Learning and Transformer | Jul 21, 2022 | Rain Removal | CodeCode Available | 1 |
| Snow Mask Guided Adaptive Residual Network for Image Snow Removal | Jul 11, 2022 | Image Restorationobject-detection | —Unverified | 0 |
| Multi-scale Attentive Image De-raining Networks via Neural Architecture Search | Jul 2, 2022 | Neural Architecture SearchRain Removal | CodeCode Available | 0 |
| Not Just Streaks: Towards Ground Truth for Single Image Deraining | Jun 22, 2022 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Toward Real-world Single Image Deraining: A New Benchmark and Beyond | Jun 11, 2022 | Domain GeneralizationImage Restoration | CodeCode Available | 1 |
| Robust Deep Ensemble Method for Real-world Image Denoising | Jun 8, 2022 | DeblurringDenoising | CodeCode Available | 0 |
| Feature-Aligned Video Raindrop Removal with Temporal Constraints | May 29, 2022 | Optical Flow EstimationRaindrop Removal | —Unverified | 0 |
| Light Field Raindrop Removal via 4D Re-sampling | May 26, 2022 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Flexible Diffusion Modeling of Long Videos | May 23, 2022 | Autonomous DrivingDenoising | CodeCode Available | 1 |
| From heavy rain removal to detail restoration: A faster and better network | May 7, 2022 | Rain Removal | CodeCode Available | 1 |
| Semi-MoreGAN: A New Semi-supervised Generative Adversarial Network for Mixture of Rain Removal | Apr 28, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| DRT: A Lightweight Single Image Deraining Recursive Transformer | Apr 25, 2022 | Image RestorationRain Removal | CodeCode Available | 1 |
| Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning | Apr 18, 2022 | Face ParsingImage Reconstruction | —Unverified | 0 |
| Detail-recovery Image Deraining via Dual Sample-augmented Contrastive Learning | Apr 6, 2022 | Contrastive LearningRain Removal | CodeCode Available | 0 |
| RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems | Apr 3, 2022 | Autonomous VehiclesDenoising | —Unverified | 0 |
| Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond | Mar 31, 2022 | Rain Removal | CodeCode Available | 1 |
| Unsupervised Image Deraining: Optimization Model Driven Deep CNN | Mar 25, 2022 | modelRain Removal | —Unverified | 0 |
| Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity | Mar 22, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 1 |
| Neural Compression-Based Feature Learning for Video Restoration | Mar 17, 2022 | DenoisingQuantization | —Unverified | 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 |
| An End-to-End Cascaded Image Deraining and Object Detection Neural Network | Feb 23, 2022 | Objectobject-detection | —Unverified | 0 |
| Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework | Feb 19, 2022 | DiversityRain Removal | —Unverified | 0 |
