Training-Free Image Editing

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19 papers3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. PreciseEdit: Strong Yet Stable Semantic Transport for One-Step Image Editing

    Oct 16, 2026Jingyi Wang, Xiao LuImage EditingText-Guided Image Editing

    Hainan University School of Computer Science and Technology Haikou, China · Shanghai University School of Mechatronic Engineering and Automation Shanghai, China

  2. 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

  3. Constrained Edit Fields for Training-Free Flow Editing

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

    Imperial College London

  4. 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 EditingTraining-Free Image 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

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

    Sep 1, 2026Waikit Xiu, Qiang Lu, Junbiao Chen +1Image InpaintingObject Removal

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

  6. h-Flow: Flexible Flow-based Image Editing via Doob's h-Transform

    Jul 12, 2026Zehui Guo, Zhen Wang, Junwei Shu +3Doob H-TransformText-Guided Image Editing

    East China Normal University, Shanghai, China · The Hong Kong University of Science and Technology, Hong Kong SAR, China

  7. Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models

    Jun 11, 2026Shengqiang Zhang, Ruotong Liao, Volker Tresp +2Text-Guided Image EditingVisual Autoregressive Models

    LMU Munich & Munich Center for Machine Learning (MCML)

  8. DuET: Dual Expert Trajectories for Diffusion Image Editing

    Jun 11, 2026Lidia Troeshestova, Alexander Ustyuzhanin, Sergey KastryulinText-Guided Image EditingDiffusion-Based Image Editing

    HSE University · Yandex

  9. SAM-Flow: Source-Anchored Masked Flow for Training-Free Image Editing

    Jun 4, 2026Haowang Cui, Rui Chen, Tao Luo +3Flow MatchingTraining-Free Image Editing

    Tianjin Key Laboratory of Imaging and Sensing Microelectronic Technology, School of Microelectronics, Tianjin University, Tianjin 300072, China · School of Cyber Security, Tianjin University, Tianjin 300072, China

  10. SpecEdit: Training-Free Acceleration for Diffusion based Image Editing via Semantic Locking

    May 4, 2026Zhengan Yan, Shikang Zheng, Haoran Qin +9Diffusion SamplingDiffusion-Based Image Editing

    EPIC Lab , Shanghai Jiao Tong University · Shandong University · Alibaba Group +2

  11. AttnRouter: Per-Category Attention Routing for Training-Free Image Editing on MMDiT

    May 2, 2026Guandong Li, Mengxia YeDiffusion TransformerText-Guided Image Editing

    iFLYTEK · Aegon THTF

  12. From Competition to Coopetition: Coopetitive Training-Free Image Editing Based on Text Guidance

    Apr 17, 2026Jinhao Shen, Haoqian Du, Xulu Zhang +2Text-Guided Image EditingAttention Control in Diffusion Models

    Department of Computing, Hong Kong Polytechnic University, Hong Kong, China · Department of Computer Science, Sichuan University, Chengdu 610017, China

  13. Training-Free Image Editing with Visual Context Integration and Concept Alignment

    Apr 6, 2026Rui Song, Guo-Hua Wang, Qing-Guo Chen +6Concept AlignmentTraining-Free Image Editing

    HKUST · Alibaba International Digital Commerce Group · Institute for AI Industry Research (AIR), Tsinghua University +1

  14. FlowSlider: Training-Free Continuous Image Editing via Fidelity-Steering Decomposition

    Apr 2, 2026Taichi Endo, Guoqing Hao, Kazuhiko SumiTraining-Free Image EditingImage Editing

    Aoyama Gakuin University

  15. Inference-time Trajectory Optimization for Structure-Preserving Manga Image Editing

    Mar 29, 2026Ryosuke FurutaImage EditingInference-Time Optimization

    Mantra Inc.

  16. Towards Training-Free Scene Text Editing

    Mar 25, 2026Yubo Li, Xugong Qin, Peng Zhang +3Training-Free Image EditingImage Editing

    Institute of Information Engineering, Chinese Academy of Sciences · State Key Laboratory of Cyberspace Security Defense · School of Cyber Security, University of Chinese Academy of Sciences +1

  17. GIDE: Unlocking Diffusion LLMs for Precise Training-Free Image Editing

    Mar 22, 2026Zifeng Zhu, Jiaming Han, Jiaxiang Zhao +2Training-Free Image EditingImage Editing

    Xi’an Jiaotong University · MMLab, The Chinese University of Hong Kong

  18. VeloEdit: Training-Free Consistent and Continuous Instruction-Based Image Editing via Velocity Field Decomposition

    Mar 11, 2026Zongqing Li, Zhihui Liu, Yujie Xie +3Training-Free Image EditingImage Editing

    Xiamen University · Truesight

  19. Training-Free Multi-Concept Image Editing

    Feb 24, 2026Niki Foteinopoulou, Ignas Budvytis, Stephan LiwickiTraining-Free Image EditingImage Editing

    Cambridge Research Laboratory, Toshiba Europe, Cambridge, UK · Independent Researcher, UK