| Memory Oriented Transfer Learning for Semi-Supervised Image Deraining | Jun 19, 2021 | Rain RemovalTransfer Learning | —Unverified | 0 |
| Controlling the Rain: From Removal to Rendering | Jun 19, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Multi-Decoding Deraining Network and Quasi-Sparsity Based Training | Jun 19, 2021 | Rain Removal | —Unverified | 0 |
| Self-Aligned Video Deraining With Transmission-Depth Consistency | Jun 19, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 1 |
| Direction-aware Feature-level Frequency Decomposition for Single Image Deraining | Jun 15, 2021 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Uformer: A General U-Shaped Transformer for Image Restoration | Jun 6, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| SDNet: mutil-branch for single image deraining using swin | May 31, 2021 | Autonomous DrivingRain Removal | CodeCode Available | 0 |
| HINet: Half Instance Normalization Network for Image Restoration | May 13, 2021 | DeblurringDenoising | CodeCode Available | 1 |
| Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior | May 9, 2021 | BenchmarkingRain Removal | —Unverified | 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 |
| RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes | Apr 9, 2021 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Towards a Unified Approach to Single Image Deraining and Dehazing | Mar 26, 2021 | Rain RemovalSingle Image Deraining | —Unverified | 0 |
| Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation | Mar 25, 2021 | DisentanglementRain Removal | —Unverified | 0 |
| Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework | Mar 23, 2021 | Rain RemovalVideo deraining | CodeCode Available | 1 |
| Semi-Supervised Video Deraining with Dynamical Rain Generator | Mar 14, 2021 | Rain RemovalVideo deraining | CodeCode Available | 1 |
| Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal | Mar 12, 2021 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Non-local Channel Aggregation Network for Single Image Rain Removal | Mar 3, 2021 | Rain Removal | —Unverified | 0 |
| Multi-Stage Progressive Image Restoration | Feb 4, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| Robust Representation Learning with Feedback for Single Image Deraining | Jan 29, 2021 | Rain RemovalRepresentation Learning | CodeCode Available | 1 |
| Back-Projection Pipeline | Jan 25, 2021 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer | Jan 1, 2021 | Knowledge DistillationRain Removal | —Unverified | 0 |
| Pre-Trained Image Processing Transformer | Dec 1, 2020 | Color Image DenoisingContrastive Learning | CodeCode Available | 1 |
| CLEARER: Multi-Scale Neural Architecture Search for Image Restoration | Dec 1, 2020 | DenoisingGPU | CodeCode Available | 1 |
| Exploring Overcomplete Representations for Single Image Deraining using CNNs | Oct 20, 2020 | DecoderRain Removal | CodeCode Available | 1 |
