| Joint Depth Estimation and Mixture of Rain Removal From a Single Image | Mar 31, 2023 | Depth EstimationRain Removal | CodeCode Available | 0 |
| Masked Autoencoders as Image Processors | Mar 30, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal | Mar 24, 2023 | Autonomous DrivingContrastive Learning | —Unverified | 0 |
| Learning A Sparse Transformer Network for Effective Image Deraining | Mar 21, 2023 | Image ReconstructionImage Restoration | CodeCode Available | 2 |
| KBNet: Kernel Basis Network for Image Restoration | Mar 6, 2023 | Color Image DenoisingDeblurring | CodeCode Available | 2 |
| Mixed Hierarchy Network for Image Restoration | Feb 19, 2023 | DeblurringDecoder | CodeCode Available | 1 |
| Image Restoration with Mean-Reverting Stochastic Differential Equations | Jan 27, 2023 | DeblurringDenoising | CodeCode Available | 2 |
| Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model | Jan 23, 2023 | Rain RemovalTranslation | —Unverified | 0 |
| Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition | Jan 1, 2023 | Image RestorationImage Shadow Removal | —Unverified | 0 |
| Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation | Jan 1, 2023 | AttributeDiversity | —Unverified | 0 |
| Unsupervised Video Deraining with An Event Camera | Jan 1, 2023 | Contrastive LearningRain Removal | CodeCode Available | 1 |
| Learning Rain Location Prior for Nighttime Deraining | Jan 1, 2023 | Rain Removal | CodeCode Available | 1 |
| SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing | Jan 1, 2023 | Multi-Task LearningRain Removal | —Unverified | 0 |
| Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors | Dec 14, 2022 | ColorizationRain Removal | —Unverified | 0 |
| Relationship Quantification of Image Degradations | Dec 8, 2022 | DenoisingImage Dehazing | —Unverified | 0 |
| Stereo Image Rain Removal via Dual-View Mutual Attention | Nov 18, 2022 | Disparity EstimationImage Restoration | —Unverified | 0 |
| Potential Auto-driving Threat: Universal Rain-removal Attack | Nov 18, 2022 | Autonomous DrivingImage Generation | —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 |
| Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity | Nov 2, 2022 | Contrastive LearningRain Removal | —Unverified | 0 |
| Dual-Pixel Raindrop Removal | Oct 24, 2022 | Raindrop RemovalRain Removal | —Unverified | 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 |
| TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning | Sep 3, 2022 | Image DehazingImage Restoration | CodeCode Available | 1 |
| Removing Rain Streaks via Task Transfer Learning | Aug 28, 2022 | Knowledge DistillationRain Removal | —Unverified | 0 |
| Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian Process | Aug 16, 2022 | Depth EstimationRain Removal | CodeCode Available | 0 |