| Controlling Vision-Language Models for Multi-Task Image Restoration | Oct 2, 2023 | Image DehazingImage Denoising | CodeCode Available | 2 | 5 |
| Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal | Feb 14, 2025 | DenoisingImage Restoration | CodeCode Available | 2 | 5 |
| Towards Flexible Blind JPEG Artifacts Removal | Sep 29, 2021 | Image CompressionImage Compression Artifact Reduction | CodeCode Available | 1 | 5 |
| Restore Anything Pipeline: Segment Anything Meets Image Restoration | May 22, 2023 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| Bidirectional Consistency Models | Mar 26, 2024 | Image GenerationImage Inpainting | CodeCode Available | 1 | 5 |
| Removing Image Artifacts From Scratched Lens Protectors | Feb 11, 2023 | JPEG Artifact Removal | CodeCode Available | 1 | 5 |
| JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients | Apr 3, 2024 | DecoderJPEG Artifact Removal | CodeCode Available | 1 | 5 |
| Hypernetwork-Based Adaptive Image Restoration | Jun 13, 2022 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable | Sep 7, 2020 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Restoring Images with Unknown Degradation Factors by Recurrent Use of a Multi-branch Network | Jul 10, 2019 | DeblurringImage Restoration | CodeCode Available | 0 | 5 |
| DriftRec: Adapting diffusion models to blind JPEG restoration | Nov 12, 2022 | Image RestorationJPEG Artifact Removal | CodeCode Available | 0 | 5 |
| Projected Distribution Loss for Image Enhancement | Dec 16, 2020 | DeblurringDemosaicking | CodeCode Available | 0 | 5 |
| Lightweight Adaptive Feature De-drifting for Compressed Image Classification | Jan 3, 2024 | Classificationimage-classification | —Unverified | 0 | 0 |
| Hierarchical Information Flow for Generalized Efficient Image Restoration | Nov 27, 2024 | Color Image DenoisingGrayscale Image Denoising | —Unverified | 0 | 0 |
| Training a Task-Specific Image Reconstruction Loss | Mar 26, 2021 | DenoisingImage Reconstruction | —Unverified | 0 | 0 |
| Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration | Mar 22, 2025 | DeblurringDemosaicking | —Unverified | 0 | 0 |
| Residual learning based densely connected deep dilated network for joint deblocking and super resolution | Mar 2, 2020 | BlockingJPEG Artifact Removal | —Unverified | 0 | 0 |
| DMCNN: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal | Jun 8, 2018 | Image CompressionJPEG Artifact Correction | —Unverified | 0 | 0 |
| Diffusion Image Prior | Mar 27, 2025 | DenoisingImage Restoration | —Unverified | 0 | 0 |
| JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential Transformer | Aug 17, 2023 | JPEG Artifact RemovalQuantization | —Unverified | 0 | 0 |
