| UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery | Feb 8, 2024 | Dataset GenerationRaindrop Removal | CodeCode Available | 1 |
| Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction | Feb 7, 2024 | Rain Removal | CodeCode Available | 0 |
| LIR: A Lightweight Baseline for Image Restoration | Feb 2, 2024 | DeblurringDenoising | CodeCode Available | 1 |
| InstructIR: High-Quality Image Restoration Following Human Instructions | Jan 29, 2024 | DeblurringDenoising | CodeCode Available | 4 |
| DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining | Jan 16, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration | Jan 1, 2024 | Image RestorationRaindrop Removal | CodeCode Available | 2 |
| NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction | Jan 1, 2024 | Rain RemovalVideo deraining | —Unverified | 0 |
| Improving Image Restoration through Removing Degradations in Textual Representations | Dec 28, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration | Dec 22, 2023 | DeblurringRain Removal | CodeCode Available | 0 |
| End-to-end Rain Streak Removal with RAW Images | Dec 20, 2023 | Rain Removal | —Unverified | 0 |
| Exploring the potential of channel interactions for image restoration | Dec 20, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge | Dec 16, 2023 | Image InpaintingImage Restoration | CodeCode Available | 1 |
| Textual Prompt Guided Image Restoration | Dec 11, 2023 | DenoisingImage Restoration | CodeCode Available | 1 |
| Prompt-In-Prompt Learning for Universal Image Restoration | Dec 8, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Dynamic Association Learning of Self-Attention and Convolution in Image Restoration | Nov 9, 2023 | DecoderImage Restoration | —Unverified | 0 |
| Image Restoration via Frequency Selection | Nov 6, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| See SIFT in a Rain | Nov 1, 2023 | Rain Removal | CodeCode Available | 0 |
| TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain | Nov 1, 2023 | Contrastive LearningImage-to-Image Translation | CodeCode Available | 1 |
| Towards Unified Deep Image Deraining: A Survey and A New Benchmark | Oct 5, 2023 | Rain Removal | —Unverified | 0 |
| Controlling Vision-Language Models for Multi-Task Image Restoration | Oct 2, 2023 | Image DehazingImage Denoising | CodeCode Available | 2 |
| EGVD: Event-Guided Video Deraining | Sep 29, 2023 | Motion DetectionRain Removal | CodeCode Available | 0 |
| Multi-dimension Queried and Interacting Network for Stereo Image Deraining | Sep 19, 2023 | Rain Removal | CodeCode Available | 0 |
| Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration | Sep 12, 2023 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| Latent Degradation Representation Constraint for Single Image Deraining | Sep 9, 2023 | DecoderRain Removal | CodeCode Available | 0 |
| Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks | Aug 27, 2023 | Rain Removal | CodeCode Available | 1 |
