图像生成

AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting

Zihao Han, Baoquan Zhang, Lisai Zhang, Shanshan Feng, Kenghong Lin, Guotao Liang, Yunming Ye, Xiaochen Qi, Guangming Ye

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；image generation(abstract)；分类 cs.CV

Comments Accepted by AAAI 2025

Diffusion-based image inpainting with internal learning

Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；image generation(abstract)；分类 cs.CV

Comments 5 pages, 4 figures. EUSIPCO 2024

HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models

Hayk Manukyan, Andranik Sargsyan, Barsegh Atanyan, Zhangyang Wang, Shant Navasardyan, Humphrey Shi

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；text-to-image(abstract)；分类 cs.CV

Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention

Jianjin Xu, Saman Motamed, Praneetha Vaddamanu, Chen Henry Wu, Christian Haene, Jean-Charles Bazin, Fernando de la Torre

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；image editing(abstract)；分类 cs.CV

Inpainting-Style Conditional Diffusion for Multivariable Time Series Forecasting

基于修复风格条件扩散的多变量时间序列预测

Kourosh Kiani, S. M. Muyeen

机构 * Electrical and Computer Engineering, Semnan University（半导体与计算机工程系，森南大学） ； Electrical Engineering Department, Qatar University（电气工程系，卡塔尔大学） 纠错

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

AI总结 提出一种将多变量时间序列预测重构为图像修复问题的条件扩散框架，通过掩码条件扩散机制和零填充策略实现高精度短期太阳能功率预测。

FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting

FCDM：一种基于物理的双向频率感知卷积和扩散模型用于sinogram修复

Jiaze E, Srutarshi Banerjee, Tekin Bicer, Guannan Wang, Yanfu Zhang, Bin Ren

机构 * Argonne National Laboratory, USA（阿贡国家实验室） 纠错

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

AI总结 FCDM是一种基于物理的双向频率感知卷积和扩散模型，用于修复sinogram，通过结合双向频率推理、角感知掩码和物理引导正则化，提升全局结构和物理合理性的保持能力。

Mask-Conditioned Voxel Diffusion for Joint Geometry and Color Inpainting

基于掩码的体素扩散用于联合几何和颜色修复

Aarya Sumuk

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

AI总结 本文提出基于掩码的体素扩散方法，用于修复受损3D物体的几何和颜色，通过两阶段框架实现更完整和一致的修复效果。

Comments 10 pages, 9 figures

Coherent Video Inpainting Using Optical Flow-Guided Efficient Diffusion

Bohai Gu, Hao Luo, Song Guo, Peiran Dong, Qihua Zhou

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments Project page: https://nevsnev.github.io/FloED/

TextDoctor: Unified Document Image Inpainting via Patch Pyramid Diffusion Models

Wanglong Lu, Lingming Su, Jingjing Zheng, Vinícius Veloso de Melo, Farzaneh Shoeleh, John Hawkin, Terrence Tricco, Hanli Zhao, Xianta Jiang

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments 28 pages, 25 figures

Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models

Siyuan Yang, Lu Zhang, Liqian Ma, Yu Liu, JingJing Fu, You He

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Transient Noise Removal via Diffusion-based Speech Inpainting

Mordehay Moradi, Sharon Gannot

机构 * Faculty of Engineering, Bar-Ilan University（巴伊兰大学工程学院） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(title,abstract)

Comments 23 pages, 3 figures, signal processing paper on speech inpainting

Token-Based Audio Inpainting via Discrete Diffusion

基于令牌的音频修补通过离散扩散

Tali Dror, Iftach Shoham, Moshe Buchris, Oren Gal, Haim Permuter, Gilad Katz, Eliya Nachmani

机构 * School of Electrical and Computer Engineering, Ben-Gurion University of the Negev（本·古里安大学电子与计算机工程学院） ； Faculty of Computer and Information Science, Data Science Research Center, Ben-Gurion University of the Negev（本·古里安大学计算机与信息科学学院） ； University of Haifa（海法大学） 纠错

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(title,abstract)

AI总结 本文提出基于离散扩散的音频修补方法，通过令牌化音乐表示实现长缺失区域的稳定修复，并引入两种训练策略提升模型性能。

PixelHacker: Image Inpainting with Structural and Semantic Consistency

Ziyang Xu, Kangsheng Duan, Xiaolei Shen, Zhifeng Ding, Wenyu Liu, Xiaohu Ruan, Xiaoxin Chen, Xinggang Wang

机构 * Huazhong University of Science and Technology（华中科技大学） ； VIVO AI Lab（VIVO人工智能实验室） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；image generation(abstract)；diffusion(abstract)；image editing(abstract)

Comments https://hustvl.github.io/PixelHacker

AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption

Joonsung Jeon, Woo Jae Kim, Suhyeon Ha, Sooel Son, Sung-eui Yoon

专题命中 图像修复 ：inpainting(title,abstract)；image generation(abstract)；text-to-image(abstract)；diffusion(abstract)

Comments Accepted to ICLR 2025

DreamCom: Finetuning Text-guided Inpainting Model for Image Composition

Lingxiao Lu, Jiangtong Li, Bo Zhang, Li Niu

专题命中 图像修复 ：inpainting(title,abstract)；image generation(abstract)；text-to-image(abstract)；diffusion(abstract)

DinoLizer: Separating VAE and Diffusion Artifacts in Generative Inpainting Localization

DinoLizer: 从最佳中学习以实现生成修复的定位

Minh Thong Doi, Vincent Itier, Jan Butora, Jérémie Boulanger, Patrick Bas

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(title)；分类 cs.CV

AI总结 DinoLizer基于DINOv2改进生成修复中的篡改定位，通过滑动窗口和后处理提升鲁棒性，实现更高的IoU性能。

Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting

Guangben Lu, Yuzhen Du, Zhimin Sun, Ran Yi, Yifan Qi, Yizhe Tang, Tianyi Wang, Lizhuang Ma, Fangyuan Zou

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(title)；分类 cs.CV

Geometry-Aware Diffusion Models for Multiview Scene Inpainting

Ahmad Salimi, Tristan Aumentado-Armstrong, Marcus A. Brubaker, Konstantinos G. Derpanis

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(title)；分类 cs.CV

Comments Our project page is available at https://geomvi.github.io

Fill in the ____ (a Diffusion-based Image Inpainting Pipeline)

Eyoel Gebre, Krishna Saxena, Timothy Tran

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(title)；分类 cs.CV

CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model

Qisheng Liao, Zhinuo Wang, Muhammad Abdul-Mageed, Gus Xia

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(title)；分类 cs.CV

Comments Accepted as a Machine Learning for Creativity and Design(ML4CD) workshop paper at NeruaIPS 2023. https://neurips.cc/virtual/2023/workshop/66545#wse-detail-75063

FreeInpaint: Tuning-free Prompt Alignment and Visual Rationality Enhancement in Image Inpainting

FreeInpaint: 图像修复中无调优的提示对齐与视觉合理性增强

Chao Gong, Dong Li, Yingwei Pan, Jingjing Chen, Ting Yao, Tao Mei

专题命中 图像修复 ：inpainting(title,abstract)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

AI总结 FreeInpaint通过无调优的扩散潜在特征优化方法，提升图像修复的提示对齐和视觉合理性。

Comments Accepted by AAAI 2026

Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting

Quang-Huy Nguyen, Jin Peng Zhou, Zhenzhen Liu, Khanh-Huyen Bui, Kilian Q. Weinberger, Wei-Lun Chao, Dung D. Le

机构 * The Ohio State University（俄亥俄州立大学） ； Cornell University（康奈尔大学） ； FPT Software AI Center（FPT软件人工智能中心） ； VinUniversity（文理大学） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted in WACV 2026 (Algorithms track)

DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image Inpainting

Yicheng Yang, Pengxiang Li, Lu Zhang, Liqian Ma, Ping Hu, Siyu Du, Yunzhi Zhuge, Xu Jia, Huchuan Lu

机构 * Information and Communication Engineering（信息与通信工程） ； Dalian University of Technology（大连理工大学） ； ZMO.AI Inc.（ZMO.AI公司） ； University of Electronic Science and Technology of China（电子科技大学） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(abstract)；image editing(abstract)；分类 cs.CV

fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting

Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, Florian Kofler

机构 * Department of Biomedical Engineering, University of Basel, Switzerland Department of Quantitative Biomedicine, University of Zurich, Switzerland Helmholtz AI, Helmholtz Zentrum München, Germany Department of Diagnostic ； Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Germany 纠错

专题命中 图像修复 ：inpainting(title,abstract)；image generation(abstract)；diffusion(abstract)；分类 cs.CV

Comments Philippe C. Cattin and Florian Kofler: equal contribution

BrushEdit: All-In-One Image Inpainting and Editing

Yaowei Li, Yuxuan Bian, Xuan Ju, Zhaoyang Zhang, Junhao Zhuang, Ying Shan, Yuexian Zou, Qiang Xu

机构 * Peking University（北京大学） ； ARC Lab, Tencent PCG（腾讯PCG ARC实验室） ； The Chinese University of Hong Kong（香港中文大学） ； Tsinghua University（清华大学） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(abstract)；image editing(abstract)；分类 cs.CV

Comments WebPage available at https://liyaowei-stu.github.io/project/BrushEdit/

Modification Takes Courage: Seamless Image Stitching via Reference-Driven Inpainting

Ziqi Xie, Xiao Lai, Weidong Zhao, Siqi Jiang, Xianhui Liu, Wenlong Hou

专题命中 图像修复 ：inpainting(title,abstract)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Comments 18 pages, 10 figures

BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities

Shaozhe Hao, Xuantong Liu, Xianbiao Qi, Shihao Zhao, Bojia Zi, Rong Xiao, Kai Han, Kwan-Yee K. Wong

专题命中 图像修复 ：image generation(title,abstract)；text-to-image(abstract)；inpainting(abstract)；分类 cs.CV

Comments Updated with additional T2I results; Project page: https://haoosz.github.io/BiGR

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

Tao Yang, Rongyuan Wu, Peiran Ren, Xuansong Xie, Lei Zhang

专题命中 图像修复 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Journal ref The European Conference on Computer Vision (ECCV) 2024

Denoising Diffusion Models for Plug-and-Play Image Restoration

Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(abstract)；image synthesis(abstract)；分类 cs.CV

PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting

Saman Motamed, Jianjin Xu, Chen Henry Wu, Fernando De la Torre

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(abstract)；image synthesis(abstract)；分类 cs.CV