Text-Guided Image Editing

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13 papers in the last four weeks, up 160% on the four weeks before. 0.1% of all new papers.

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  1. Rubric-CEPR: Self-Evolving Image Editing via Reward-Verified Self-Distillation

    Oct 8, 2026Ritesh Thawkar, Shubham Patle, Shravan Venkatraman +1Image EditingText-Guided Image Editing

    Mohamed bin Zayed University of Artificial Intelligence · Aalto University

  2. VibeEdit: Image Editing with Canvas Instructions

    Oct 8, 2026Jinjing Zhao, Fangyun Wei, Yitong Wang +9Image EditingText-Guided Image Editing

    University of Sydney · Microsoft Research · Fudan University +5

  3. Protective Perturbations Must Survive the Resize: Scale-Robust Image Immunization against Malicious Editing

    Oct 5, 2026Zhongliang Guo, Yan Lin, Yifei Qian +1Text-Guided Image EditingAdversarial Perturbations

    University of Aberdeen · Newcastle University · University of Nottingham +1

  4. Scalable Minimal-Change Learning for Controllable Image Editing

    Oct 5, 2026Shuo Chen, Fengming Huang, Yu Yao +2Text-Guided Image EditingImage Editing

    Sydney AI Centre, The University of Sydney

  5. 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

  6. Spatially Gated Diffusion for Localized Counterfactual Chest Radiograph Editing

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

    COMSATS University Islamabad, Pakistan

  7. 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

  8. The Camera Inside the Editor: Reading the Implicit Camera of Image Editors with Painted Calibration Patterns

    Sep 29, 2026Sebastian RückerlText-Guided Image EditingCamera Pose Estimation

    University of Hagen, Germany

  9. FlowTool: Controlling Tool Parameter in Image Retouching via Flow Matching

    Sep 28, 2026Thanh-Long V. Le, Steven Walton, Seunghyun Yoon +4Text-Guided Image EditingImage Editing

    Adobe Research · KAIST

  10. On-Policy Self-Distillation for Multi-Turn Image Editing

    Sep 28, 2026Liangbing Zhao, Le Zhuo, Mohamed ElhoseinyText-Guided Image EditingDiffusion Model Distillation

    KAUST · Krea AI

  11. Attention-Scoped Guidance: Training-Free Spatial Control for Image Editing

    Sep 28, 2026Zeyan Li, Wei Zhou, Hadi Amirpour +3Classifier-Free GuidanceText-Guided Image Editing

    Shanghai Jiao Tong University · Cardiff University · University of Klagenfurt +1

  12. DecFlowEdit: Self-Localized Flow-based Image Editing via Guidance Decoupling

    Sep 28, 2026Zheyuan Zhan, Can Wang, Jiawei Chen +4Flow MatchingClassifier-Free Guidance

    Zhejiang University · University at Buffalo · University of California, Berkeley

  13. Constrained Edit Fields for Training-Free Flow Editing

    Sep 27, 2026Jingxuan Kang, Yinsong Wang, Che Liu +1Text-Guided Image EditingRectified Flow

    Imperial College London

  14. InfoEdit: Probing Global Layout Reasoning in Infographic Editing

    Sep 27, 2026Cheng Yang, Chufan Shi, Huijuan Wang +6Image Editing EvaluationText-Guided Image Editing

    University of California San Diego · University of Southern California · University of Illinois Urbana-Champaign +1

  15. Paint-Anything: Unified Any-Color Control for Image Generation and Editing

    Sep 17, 2026Ji Xie, Dewei Zhou, Xinyu Huang +2Text-Guided Image EditingImage Editing

    ByteDance Seed · Zhejiang University · Nanjing University

  16. Refinement Is Inherently Editable: Training-Free Prompt-to-Prompt Image Editing with Generative Refinement Network

    Sep 17, 2026Yulong Chen, Ziqian Zhang, Haoyu Zhang +4Text-Guided Image EditingImage Editing

    City University of Hong Kong (Dongguan), Guangdong, China · City University of Hong Kong, Hong Kong, China · Mohamed bin Zayed University of Artificial Intelligence, Masdar, Abu Dhabi

  17. 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

  18. AffectDelta: Beyond Emotion Labels for Image Editing

    Sep 2, 2026Xingzu Zhan, Lin Gu, Ruogu FangImage EditingText-Guided Image Editing

    Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, USA · Research Institute of Electrical Communication, Tohoku University, Sendai, Japan

  19. Edit2TikZ: A Comprehensive and Challenging Benchmark for Scientific Figure Editing with TikZ

    Aug 13, 2026Zongyun Zhang, Jiacheng Ruan, Xian Gao +5Text-Guided Image EditingCode Generation

    Shanghai Jiao Tong University

  20. 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

  21. SI-Edit: Toward Sketch-Instruction Guided Local Image Editing with Pixel-Level Precision

    Aug 10, 2026Weixin Ye, Wei Wang, Hongguang Zhu +1Image Editing EvaluationText-Guided Image Editing

    Institute of Information Science, Beijing Jiaotong University Visual Intelligence + X International Joint Laboratory Beijing, China · City University of Macau Macau, Macau · Meitu Inc Beijing, China

  22. Model the Edit, Not the Image: Visual Autoregressive Editing from a Source-Centric Perspective

    Aug 10, 2026Hongyi Fang, Chuwen Xie, Benjia Zhou +6Text-Guided Image EditingVisual Autoregressive Models

    Beijing Institute of Technology, Zhuhai · Zhejiang University · Tencent +1

  23. MaskFlow: Precise, Consistent and Seamless Regional Image Editing

    Aug 7, 2026Rui Xu, Yang Yong, Shunzi Yang +2Flow MatchingText-Guided Image Editing

    SenseTime Research · Beihang University · Nanyang Technological University

  24. Localize, Don't Beautify: Client-Side Control of Image-Editing APIs for Cosmetic Surgery Previews

    Aug 3, 2026Sukhrobbek IlyosbekovImage Editing EvaluationText-Guided Image Editing

    Northeastern University

  25. MIEScore: Human-Aligned Evaluation for Multi-Source Image Editing

    Aug 3, 2026Zitong Xu, Huiyu Duan, Xinyun Zhang +7Image Editing EvaluationText-Guided Image Editing

    Shanghai Jiao Tong University · Vivo Mobile Communication Co., Ltd · University of Electronic and Science Technology of China

  26. Image-Space Rule Discovery

    Aug 1, 2026Misora Sugiyama, Toya Oyama, Hirokatsu KataokaImage Editing EvaluationText-Guided Image Editing

    The University of Tokyo · National Institute of Advanced Industrial Science and Technology (AIST) · Visual Geometry Group, University of Oxford

  27. Instruction-based Image Editing: A Survey on Data, Models, Evaluation, and Applications

    Jul 28, 2026Xianghao Zang, Zijian Jiang, Jiarong Cheng +8Image Editing EvaluationText-Guided Image Editing

    Institute of Artificial Intelligence (TeleAI), China Telecom, Beijing, China.

  28. What Can I Edit? Open-Ended Strategy Discovery and the Emotion Editability Landscape

    Jul 27, 2026Qing Li, Zeyu Dong, Yin Cui +2Text-Guided Image EditingVisual Reasoning

    School of Artificial Intelligence, Shenzhen Technology University · School of Innovation Design, Shenzhen Technology University · Stanford University

  29. 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

  30. WhereEdit: Mask-aware Local Latent Editing for One-Step Image Editing

    Jul 23, 2026Ming Hu, Mingyu Dou, Jianfu Yin +5Text-Guided Image EditingOne-Step Generative Modeling

    Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences · University of Chinese Academy of Sciences · Zhongnan Hospital of Wuhan University +1