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

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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