Diffusion-Based Image Editing

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11 papers in the last four weeks, up 10% on the four weeks before. 0.1% of all new papers.

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  1. VETO: Towards Protecting Images From Frontier AI Editing

    Jul 29, 2026Jonas Grebe, Hossein Shakibania, Tobias Braun +2Image Editing EvaluationAdversarial Examples

    TU Darmstadt & hessian.AI, Germany · Zuse School ELIZA

  2. Dual Inversion for Text-to-Image Diffusion Models: From Both Prompt and Noise Perspectives

    Jul 29, 2026Xiaolong Liu, Junjian Li, Yuan Xiao +4Diffusion Model InversionDiffusion-Based Inverse Problems

    Geely Hangzhou, China · City University of Macau Macau, China

  3. InnoText: A Unified Model for Visual Text Generation and Editing

    Jul 24, 2026Haowei Liu, Runze He, Jian Lu +10Diffusion TransformerDiffusion-Based Image Generation

    Shenzhen Campus of Sun Yat-Sen University · University of Chinese Academy of Sciences · Chongqing University of Post and Telecommunications +5

  4. SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversion

    Jul 23, 2026Wenbin Duan, Yan Shu, Zhuoyuan Fu +4Diffusion Model InversionRectified Flow

    University of International Relations, Beijing, China · University of Trento, Trento, Italy · Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China.

  5. PC-Edit: Prompt-Contrastive Region Discovery and Region-Guided Editing

    Jul 23, 2026Jian Zhang, Zhijun ZhangDiffusion TransformerText-Guided Image Editing

    School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China

  6. MagicMakeup: A Region-Controllable Diffusion Transformer for High-Fidelity Makeup-Transfer

    Jul 23, 2026Ziyi Wang, Siming Zheng, Yang Yang +5Diffusion TransformerImage Style Transfer

    State Key Lab of CAD&CG, Zhejiang University, China · vivo BlueImage Lab, vivo Mobile Communication Co., Ltd., China

  7. Look Before You Edit: Attention-Guided Camera Placement and Multi-View Alignment for 3D Gaussian Splatting Editing

    Jul 22, 2026Jaeyeon Park, Taeho Kang, Youngki LeeMulti-View Consistency3D Gaussian Splatting

    Seoul National University, South Korea

  8. Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

    Jul 21, 2026Xinjie Zhang, Peng Zhang, Shicheng Zheng +21Diffusion TransformerFlow-Based Generative Modeling

    Microsoft Mage Team

  9. TAMF-VTON: Texture-Aware Mask-Free Virtual Try-On via High-Fidelity Image Synthesis

    Jul 16, 2026Jie Wang, Qian He, Gaofeng He +2Virtual Try-OnCompositional Image Generation

    State Key Lab of CAD & CG, Zhejiang University and Style3D Research, China · Style3D Research, China · State Key Lab of CAD & CG, Zhejiang University, China

  10. Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data

    Jul 15, 2026Thang-Anh-Quan Nguyen, Moussab Bennehar, Luis Guillermo Roldao Jimenez +5Synthetic Data AugmentationImage-to-Image Translation

    Noah’s Ark, Huawei Paris Research Center, France · COSYS, Gustave Eiffel University, France · LASTIG, IGN-ENSG, Gustave Eiffel University, France

  11. The Devil Is in the Leakage: A Disentangled Dual-Purification Framework for High-Fidelity Hairstyle Transfer

    Jul 13, 2026Jijie Li, Jiankuo Zhao, Xiangyu Zhu +1Adversarial Representation LearningImage Style Transfer

    SAI, UCAS; MAIS, CASIA Beijing, China · CAIR, HKSIS, CAS Hong Kong, China · SCSE, FIE, M.U.S.T Macau, China

  12. Decoupled Illumination Priors for Spatially Controllable Multi-View Indoor Scene Relighting

    Jul 9, 2026Chenjian Gao, Linning Xu, Tianfan XueMulti-View ConsistencyImage Relighting

    Multimedia Laboratory, The Chinese University of Hong Kong · Shanghai AI Laboratory · CPII under InnoHK

  13. Compression Asymmetry and Trajectory Binding in Noise-Anchored Diffusion Inversion

    Jul 8, 2026Yongseong Park, Joeun Kim, HoEun Kim +1Diffusion Model InversionDiffusion-Based Inverse Problems

    Department of EECS DGIST Daegu, Republic of Korea · Department of AI DGIST Daegu, Republic of Korea

  14. Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders

    Jul 7, 2026Yoav Baron, Sara Dorfman, Roni Paiss +2Visual Place RecognitionVLM Interpretability

    Tel Aviv University, Tel Aviv, Israel · Google DeepMind.

  15. Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing

    Jul 7, 2026Wanglong Lu, Lingming Su, Kaijie Shi +4Latent Diffusion ModelsDiffusion Sampling

    College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou 325035, China · Department of Computer Science, Memorial University of Newfoundland, St. John’s, NL A1B 3X5, Canada · AI Analytics Team, Nasdaq, St. John’s, NL A1A 0L9, Canada +2

  16. Erasing Without Collateral Damage: Precise Concept Removal in Diffusion Models

    Jul 6, 2026Parth Upman, Nishita Jain, Shreyank N GowdaAttention Control in Diffusion ModelsDiffusion-Based Image Editing

    School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK · Department of Computing, Imperial College London, London, SW7 2AZ, UK

  17. When Does High-CFG Diffusion Inversion Fail? A Controlled Study of Prompt--Latent Interactions

    Jul 6, 2026Yan Zeng, Yusuke Hosoya, Huyen T. T. Tran +1Diffusion Model InversionClassifier-Free Guidance

    GSIS Tohoku University Sendai, Japan · RIKEN AIP JAPAN

  18. Wavelet-Guided Semantic Signal Compensation for Inversion-Free Image Editing

    Jul 2, 2026Anqi Tang, Wenhao Sun, Zhaoqiang LiuDiffusion Model GuidanceText-Guided Image Editing

    The authors are with the School of Computer Science and Engineering, University of Electronic Science and Technology of China.

  19. MindAU: EEG-Conditioned Facial Action Unit Editing via Dual-Stream Manifold Alignment

    Jul 1, 2026Zhenhang Li, Xin Zhou, Hao Deng +1EEG DecodingCross-Modal Alignment

    Binghamton University · Massachusetts General Hospital

  20. Editing Everything Everywhere All at Once

    Jun 30, 2026Fabio Quattrini, Carmine Zaccagnino, Enis Simsar +4Text-Guided Image EditingAttention Control in Diffusion Models

    University of Modena and Reggio Emilia · ETH Zurich · Google

  21. GeoEdit: Geometry-Aware Object Editing via Dual-Branch Denoising

    Jun 29, 2026Yi He, Jiangming Wang, Xinyu Wang +5Diffusion GuidanceDiffusion-Based Image Editing

    Shenzhen International Graduate School, Tsinghua University · Sun Yat-sen University · Peking University +3

  22. HomeDiffusion: Zero-Shot Object Customization with Multi-View Representation Learning for Indoor Scenes

    Jun 29, 2026Guoqiu Li, Jin Song, Yiyun FeiZero-Shot LearningDiffusion-Based Image Editing

    Alibaba Group

  23. FDM-MFVT: Few-step Sampling Diffusion Model for Mask-Free Virtual Try-On

    Jun 28, 2026Jiaxin Liu, Xiaoye Liang, Lai Jiang +2Virtual Try-OnFew-Step Diffusion Sampling

    School of Electronic Information Engineering, Beihang University, Beijing, China · Zhongguancun Academy, Beijing, China · State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China

  24. MirrorPPR: Exemplar-Based Portrait Photo Retouching

    Jun 28, 2026Zhihong Liu, Zheng Li, Jiachun Jin +4Diffusion-Based Image EditingImage Editing

    Shanghai Jiao Tong University · Triverse AI

  25. Envisage: Diffusion-Based Rhinoplasty Goal Visualization with Mask-Decomposed Evaluation

    Jun 26, 2026Mudit Agarwal, Amit D. BhranyImage Editing EvaluationImage Inpainting

    University of Washington · Seattle, WA, USA · Department of Otolaryngology–Head and Neck Surgery +1

  26. OSOR: One-Step Diffusion Inpainting for Effect-Aware Object Removal

    Jun 26, 2026Qinming Zhou, Chenxi Sun, Deyang Kong +6Image InpaintingDiffusion Model Acceleration

    Shanghai Jiao Tong University · Tsinghua University · University of Electronic Science and Technology of China +3

  27. Qwen-Image-2.0-RL Technical Report

    Jun 25, 2026Yixian Xu, Kaiyuan Gao, Yuxiang Chen +25Reward ModelingRL for Diffusion Models

    Equal contribution. · Corresponding author.

  28. In-context Region-based Drag: Drag Any Region to Any Shape

    Jun 24, 2026Jiacheng Sui, Tianyu Hao, Bingjie Gao +2Diffusion-Based Image EditingImage Editing

    Shanghai Jiao Tong University

  29. H-Adapter: Pose-Robust Hairstyle Transfer via Attention-Derived, Source-Aligned Hair Masks

    Jun 24, 2026Seulgi Jeong, Yunseong Cho, Sanghun ParkImage Style TransferDiffusion-Based Image Editing

    SNOW Corp., Seongnam, Republic of Korea

  30. Bridging the Manifold Gap: Riemannian Residual Line Search for One-Step Image Editing

    Jun 23, 2026Hongzhu Yi, Zhongtian Luo, Tong Li +2Diffusion-Based Image EditingImage Editing

    UCAS · WashU · SHU