| Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks | Jun 2, 2024 | Rain RemovalSingle Image Deraining | CodeCode Available | 1 |
| Imitating the Functionality of Image-to-Image Models Using a Single Example | Jun 2, 2024 | DeblurringDenoising | —Unverified | 0 |
| FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining | May 29, 2024 | MambaRain Removal | —Unverified | 0 |
| Dual-Path Multi-Scale Transformer for High-Quality Image Deraining | May 28, 2024 | Image ReconstructionRain Removal | —Unverified | 0 |
| Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method | May 27, 2024 | 4kImage Reconstruction | CodeCode Available | 1 |
| Image Deraining with Frequency-Enhanced State Space Model | May 26, 2024 | modelRain Removal | CodeCode Available | 1 |
| Learning A Spiking Neural Network for Efficient Image Deraining | May 10, 2024 | Image ReconstructionRain Removal | CodeCode Available | 2 |
| Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains | Apr 18, 2024 | Contrastive LearningRain Removal | CodeCode Available | 0 |
| FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining | Apr 15, 2024 | MambaRain Removal | CodeCode Available | 2 |
| Efficient Concertormer for Image Deblurring and Beyond | Apr 9, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining | Apr 2, 2024 | Image ReconstructionRain Removal | CodeCode Available | 3 |
| Specularity Factorization for Low-Light Enhancement | Apr 2, 2024 | DeblurringImage Enhancement | —Unverified | 0 |
| Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration | Apr 2, 2024 | AllDecoder | CodeCode Available | 2 |
| IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions | Mar 31, 2024 | DeblurringDenoising | —Unverified | 0 |
| Image Deraining via Self-supervised Reinforcement Learning | Mar 27, 2024 | DenoisingDictionary Learning | —Unverified | 0 |
| Distilling Semantic Priors from SAM to Efficient Image Restoration Models | Mar 25, 2024 | DeblurringDenoising | —Unverified | 0 |
| AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation | Mar 21, 2024 | AllBlind All-in-One Image Restoration | CodeCode Available | 3 |
| GT-Rain Single Image Deraining Challenge Report | Mar 18, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| VmambaIR: Visual State Space Model for Image Restoration | Mar 18, 2024 | DenoisingImage Restoration | CodeCode Available | 3 |
| TRG-Net: An Interpretable and Controllable Rain Generator | Mar 15, 2024 | Data AugmentationRain Removal | CodeCode Available | 0 |
| Gabor-guided transformer for single image deraining | Mar 12, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Boosting Image Restoration via Priors from Pre-trained Models | Mar 11, 2024 | DeblurringDenoising | —Unverified | 0 |
| NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes | Feb 28, 2024 | Autonomous DrivingRain Removal | CodeCode Available | 0 |
| Exploiting Regional Information Transformer for Single Image Deraining | Feb 25, 2024 | Image ReconstructionRain Removal | CodeCode Available | 1 |
| IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer | Feb 24, 2024 | Contrastive LearningDeblurring | CodeCode Available | 0 |
