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. Local Content-Style Control for Diffusion-based Image Stylization

    Oct 6, 2026Amir SemmoLatent Diffusion ModelsImage Style Transfer

    Digital Masterpieces GmbH Potsdam, Germany

  2. UniSlider: Perceptually Uniform Sliders for Continuous Image Editing

    Oct 5, 2026David Serrano-Lozano, Duygu Ceylan, Yannick Hold-Geoffroy +3Image Editing EvaluationDiffusion-Based Image Editing

    Computer Vision Center · Universitat Autònoma de Barcelona · Adobe Research

  3. SPIN: Image Immunization Against Diffusion Editing via Single-Step Projection in Stochastic Neighborhoods

    Oct 5, 2026Fengming Gu, Jie Zhang, Zhongqi Wang +3Adversarial ExamplesDiffusion-Based Image Editing

    School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences · State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences · University of Chinese Academy of Sciences +1

  4. When Text-to-Image Helps Editing: The Effects of Conditioning During Denoising

    Oct 1, 2026Lidia Troeshestova, Alexander Ustyuzhanin, Sergey KastryulinText-Guided Image EditingDiffusion-Based Image Editing

    HSE University & Yandex · Yandex

  5. Spatially Gated Diffusion for Localized Counterfactual Chest Radiograph Editing

    Sep 30, 2026Kamran Ullah Afaq, Basit RazaMedical ImagingText-Guided Image Editing

    COMSATS University Islamabad, Pakistan

  6. STEPS: Scene Text Editing with Preserved Style Using Diffusion and Contrastive Style Encoding

    Sep 29, 2026Nicolas Thiebaut, Nameer Hirschkind, Xiao Yu +1Text-Guided Image EditingDiffusion-Based Image Editing

    Roblox San Mateo, CA, USA

  7. Drag as Evidence: Motion-Grounded Latent Recomposition for Drag-Based Editing

    Sep 29, 2026Xinyu Pu, Hongsong Wang, Jie Gui +1Diffusion-Based Image EditingImage Editing

    Southeast University · Southeast University Purple Mountain Laboratories · Singapore Management University

  8. CrossTimeEdit: A Decade-Spanning Cross-View Dataset and Reward-Guided Editing for Historical Street-View Generation

    Sep 29, 2026Hanwen Lu, Jun He, Mingjia Yang +4Conditional Image GenerationDiffusion-Based Image Editing

    Sun Yat-sen University

  9. Mind the RefGAP: Correcting Reference Attention in Diffusion-Based Visual Editing

    Sep 28, 2026Yanan Wang, Shengcai Liao, Guangyi Liu +1Video Diffusion ModelsAttention Control in Diffusion Models

    Mohamed bin Zayed University of Artificial Intelligence · Institute of Foundation Models · United Arab Emirates University

  10. Zero-Shot Object Removal via Attention Masking, Latent Anchoring, and Refinement

    Sep 23, 2026Arman Taghizadeh, Ulf Krumnack, Kai-Uwe KühnbergerLatent Diffusion ModelsImage Inpainting

    Institute of Cognitive Science, Osnabrück University, Osnabrück, Germany

  11. KwaiMind Technical Report

    Sep 22, 2026Boheng Zhang, Fan Yang, Jia Sun +14Image Editing EvaluationDiffusion-Based Image Editing

    KwaiMind Team, Kuaishou Group

  12. MedDiME: Efficient Latent Diffusion with Adaptive Masking for Medical Counterfactual Generation

    Sep 14, 2026Yan Zeng, Changlu Guo, Anders Nymark Christensen +2Counterfactual ExplanationsLatent Diffusion Models

    Department of Applied Mathematics and Computer Science, Technical University of Denmark

  13. Semantically Aligned Gradient-Driven Context-Preserving Image Editing

    Sep 14, 2026Chiranjeev Chiranjeev, Muskan Dosi, Mayank Vatsa +1Text-Guided Image EditingVLM Distillation

    Indian Institute of Technology Jodhpur, India

  14. Overpainting: Localized Context-aware Diffusion Image Editing

    Sep 11, 2026Sam Sartor, Iliyan Georgiev, Michael Fischer +2Image InpaintingDiffusion-Based Image Editing

    College of William & Mary, Williamsburg, USA · Adobe Research, United Kingdom

  15. Domain shift-robust object detection with GenAI image editing

    Sep 2, 2026Isabel D. Stein, Thijs A. Eker, Sebastiaan P. Snel +4Object DetectionDomain Generalization

    TNO - Defence, Security and Safety, the Hague, the Netherlands · Radboud University, Nijmegen, the Netherlands

  16. InstEditSeg: Instruction-Driven Image Editing for Polyp and Skin Lesion Segmentation

    Sep 2, 2026Ziquan Liu, Zhewei Zhu, Xuyang ShiText-Guided Image SegmentationPolyp Segmentation

    School of Information and Control Engineering, Southwest University of Science and Technology, Mianyang 621010, China

  17. CameraEditor: Camera-Controlled Image Editing via Video-Prior Sequential Modeling

    Sep 1, 2026Xin Shen, Chengyou Jia, Keshuo Xing +6Diffusion-Based Image EditingImage Editing

    Xi’an Jiaotong University, China · Agency for Science, Technology and Research (A*STAR), Singapore

  18. Dotting the Eye: An Intent-Driven Image Retouching Agent for Visual Focus Enhancement

    Sep 1, 2026Chujie Qin, Zilong Zhang, Zewei Chang +5Image EnhancementVisual Saliency

    VCIP,CS,Nankai University · NKIARI, Shenzhen Futian · DJI Technology Co., Ltd +1

  19. PredErase: Training-Free Object-and-Effect Removal with Predictive Latent Guidance

    Sep 1, 2026Waikit Xiu, Qiang Lu, Junbiao Chen +1Image InpaintingDiffusion-Based Image Editing

    1The University of Hong Kong · 2Sun Yat-sen University

  20. HELIOS: From midnight to noon, continuous outdoor urban scene relighting

    Sep 1, 2026Hala Djeghim, Nathan Piasco, Luis Roldão +4Image-to-Image TranslationAutonomous Driving

    Noah’s Ark, Huawei Paris Research Center, France · IBISC, Université Paris-Saclay, Univ Evry, France · L Research, France

  21. Discrete Diffusion Bridges for Spatiotemporally Aligned Image Translation and Generation

    Aug 30, 2026Xing Xie, Jiawei Liu, Shijun Zhou +4Masked Diffusion ModelsImage-to-Image Translation

    State Key Laboratory of Robotics and Intelligent Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China · University of Chinese Academy of Sciences, Beijing, China · School of Computing and Data Science, The University of Hong Kong, Hong Kong

  22. RegionCache: Semantic-Aware Region Reuse for Efficient Multi-Turn Image Generation

    Aug 30, 2026Peizheng Li, Xin Ai, Hanyuan Liu +2Diffusion Model CachingDiffusion-Based Image Editing

    School of Computer Science and Engineering, Northeastern University, China · School of Computer Science

  23. NullEdit: Stealthy Image Protection via VLM Condition Redirection

    Aug 11, 2026Weiyao Huang, Liqin Wang, Ziqi Sheng +1VLM RobustnessRepresentation Steering

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China

  24. Diffusion Image Editing via Asynchronous Token Decoding

    Aug 10, 2026Yang Shi, Liangsi Lu, Minzhe Guo +4Text-Guided Image EditingDiffusion-Based Image Editing

    Guangdong University of Technology Guangzhou, China · Hong Kong Baptist University Hong Kong, China · Peking University Beijing, China +1

  25. FiRe: Fixed-Noise Refinement for Visual Counterfactual Explanations

    Aug 9, 2026Yan Zeng, Changlu Guo, Oskar Kristoffersen +3Counterfactual ExplanationsDiffusion Guidance

    Department of Applied Mathematics and Computer Science, Technical University of Denmark

  26. Staying True to the Origin: Continuous Image Stylization with Smooth Transitions

    Aug 8, 2026Rui Xu, Hanmo Zhang, Songhua LiuImage Style TransferDiffusion-Based Image Editing

    Shanghai Jiao Tong University

  27. When Diffusion Models Forget Who You Are: Identity Preservation in Face Inpainting under Large Occlusions

    Aug 5, 2026Feng Ding, Shuhuai Xie, Yue Zhou +3Diffusion Model GuidanceImage Inpainting

    Nanchang University · Shenzhen University · Huizhong University +1

  28. RIDGE: Re-Noising with Internal Dynamic Guidance for Image Editing

    Aug 4, 2026Ruiliang Gong, Zhen Wang, Yanghao Wang +1Diffusion GuidanceDiffusion-Based Image Editing

    Department of Computer Science and Engineering The Hong Kong University of Science and Technology

  29. TurboClear: One-Step Object-Effect Removal via Region-Calibrated Distribution Matching and Fusion

    Aug 2, 2026Jiawei Guo, Junxian Li, Yixin Tang +4Diffusion Model DistillationDiffusion-Based Image Editing

    1Shanghai Jiao Tong University · 2Honor Device Co., Ltd · 3Imperial College London

  30. 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