汇总了自2024年以来新提出的高质量图像修复工作，包含扩散模型、transformer、mamba、sam等最前沿的技术，其中一些是ICLR、ICML、CVPR、ECCV、ACM MM 2024年的新作。
这里是第三部分，还有两部分请参阅。
最新图像修复论文汇总（2024年以来）（一）-CSDN博客
最新图像修复论文汇总（2024年以来）（二）-CSDN博客
这篇博客先做简单汇总，后续我还会逐一阅读和学习，并逐一写详细的博客介绍。
目录
Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model
Learning Diffusion Texture Priors for Image Restoration
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting
BrushNet : A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
PowerPaint: A Versatile Image Inpainting Model
Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model
Plug-and-Play image restoration with Stochastic deNOising REgularization
ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting
SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration
https://arxiv.org/pdf/2312.02918
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model
GitHub - iSEE-Laboratory/DiffUIR: The official implementation of the paper of CVPR2024: Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model
CVPR2024
Learning Diffusion Texture Priors for Image Restoration
CVPR2024
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting
https://arxiv.org/pdf/2312.03594
BrushNet : A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
BrushNet Project
PowerPaint: A Versatile Image Inpainting Model
eccv 2024
https://github.com/open-mmlab/PowerPaint
Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model
Diffree Project
https://arxiv.org/pdf/2407.16982
Plug-and-Play image restoration with Stochastic deNOising REgularization
ICML 2024
GitHub - Marien-RENAUD/SNORE
https://arxiv.org/pdf/2402.01779
ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement
https://arxiv.org/pdf/2407.17705
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration
https://arxiv.org/pdf/2407.03636
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting
PowerPaint Project
GitHub
https://arxiv.org/pdf/2312.03594
SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
https://arxiv.org/pdf/2401.11847v1
