Image Editing

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13 papers in the last four weeks, up 86% on the four weeks before. 0.1% of all new papers.

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

    Oct 5, 2026Zhongliang Guo, Yan Lin, Yifei Qian +1Image EditingVisual Degradation

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

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

    Oct 1, 2026Lidia Troeshestova, Alexander Ustyuzhanin, Sergey KastryulinImage EditingText-To-Image

    HSE University & Yandex · Yandex

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

    Sep 29, 2026Sebastian RückerlImage EditingCamera

    University of Hagen, Germany

  4. Back2Struct: Making Structured Images Editable Again

    Sep 29, 2026Pengyu Yan, Yixin Wu, Yunjie Tian +1Scalable Vector GraphicImage Editing

    University at Buffalo, SUNY

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

    Sep 28, 2026Thanh-Long V. Le, Steven Walton, Seunghyun Yoon +4Image EditingMulti-Reference Image Generation

    Adobe Research · KAIST

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

    Sep 28, 2026Liangbing Zhao, Le Zhuo, Mohamed ElhoseinyImage EditingPrecise Editing

    KAUST · Krea AI

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

    Sep 28, 2026Zeyan Li, Wei Zhou, Hadi Amirpour +3Image EditingClassifier-Free Guidance

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

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

    Sep 28, 2026Zheyuan Zhan, Can Wang, Jiawei Chen +4Diffusion-Based Image EditingImage Editing

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

  9. Enhanced Video Text Editing with Trajectory-Aligned Glyph Rendering

    Sep 28, 2026Shulian Zhang, Xiangyu Shu, Wenbo Li +2Video EditingVideo Diffusion Models

    South China University of Technology · The Chinese University of Hong Kong · Huawei

  10. PrefLUT: Reusable and Refinable Personalized Color Editing from Pairwise Preferences

    Sep 28, 2026Chuanzhi Xu, Langyi Chen, Chengkun Yue +5Image EditingPreference Alignment Learning

    The University of Sydney · Indiana University · The University of Hong Kong

  11. KwaiMind Technical Report

    Sep 22, 2026Boheng Zhang, Fan Yang, Jia Sun +14Image EditingTechnical Report

    KwaiMind Team, Kuaishou Group

  12. PrismGPT: Proxy-Guided Learning for Region-Aware Photo Editing with Self-Synthesized Reasoning

    Sep 21, 2026Ke Zhao, Hue Nguyen, Abhijith Punnappurath +3Image EditingOpenai

    AI Center-Toronto, Samsung Electronics Toronto, Ontario, Canada

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

    Sep 17, 2026Yulong Chen, Ziqian Zhang, Haoyu Zhang +4Diffusion-Based 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

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

    Sep 14, 2026Chiranjeev Chiranjeev, Muskan Dosi, Mayank Vatsa +1Image EditingEdit

    Indian Institute of Technology Jodhpur, India

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

    Sep 2, 2026Ziquan Liu, Zhewei Zhu, Xuyang ShiLesion SegmentationDiffusion-Based Image Editing

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

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

    Sep 1, 2026Chujie Qin, Zilong Zhang, Zewei Chang +5Image EnhancementImage Editing

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

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

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

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

  18. HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing

    Aug 12, 2026Zhenjie Yang, Xingyu Jiao, Guopeng Zhong +18Robotic HandsLarge-Scale Robot Demonstration Datasets

    Inspire Robots · Shanghai Jiao Tong University · Fudan University +3

  19. NullEdit: Stealthy Image Protection via VLM Condition Redirection

    Aug 11, 2026Weiyao Huang, Liqin Wang, Ziqi Sheng +1Image EditingText-To-Image Diffusion Models

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

  20. Beyond Fixed Luminance: Towards Panchromatic and Orthochromatic Image Colorization

    Aug 11, 2026Swarnim Maheshwari, Syed Imam Ali, Vineeth N. BalasubramanianRed-Green-BlueImage Editing

    Indian Institute of Technology Hyderabad, Kandi, Telangana, India · Microsoft Research India, Bengaluru, Karnataka, India

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

    Aug 10, 2026Weixin Ye, Wei Wang, Hongguang Zhu +1Image EditingEdit

    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. MaskFlow: Precise, Consistent and Seamless Regional Image Editing

    Aug 7, 2026Rui Xu, Yang Yong, Shunzi Yang +2Image EditingOptical Flow

    SenseTime Research · Beihang University · Nanyang Technological University

  23. Domain-Grounded Candidate Selection for Agentic Image Editing: A Shadow Removal Case

    Aug 6, 2026Shilin Hu, Jingyi Xu, Dimitris Samaras +1Image EditingDiverse Occlusion-And-Revelation Scenarios

    Stony Brook University, Stony Brook NY 11794, USA · UNC Charlotte, Charlotte NC 28223, USA

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

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

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

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

    Aug 3, 2026Sukhrobbek IlyosbekovImage EditingApplication Programming Interfaces

    Northeastern University

  26. What to Edit Next: Visually Aligned Image-Editing Follow-Up Suggestions in Conversational Systems

    Aug 3, 2026Zhijing Zhang, Jinpeng Yu, Xin Song +6Image EditingMulti-Reference Image Generation

    1Qwen Business Unit of Alibaba · 2Southeast University

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

    Aug 3, 2026Zitong Xu, Huiyu Duan, Xinyun Zhang +7Multi-Image Editing BenchmarksImage Editing

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

  28. ReTouch: Empowering Contact-Rich Dexterous Manipulation with Online-Refined Tactile Prediction

    Aug 3, 2026Shiqi Zhang, Xin Zhang, Yedong Shen +9Contact-Rich Dexterous ManipulationTactile

    University of Science and Technology of China · The Chinese University of Hong Kong · iFLYTEK

  29. MDTD-ArtIR: Benchmarking Image Editing and Restoration Models for Art Image Restoration under Texture-Overlay Degradations

    Aug 1, 2026Mridula Vijendran, Shuang Chen, Hubert P. H. ShumImage RestorationRestoration

    Department of Computer Science, Durham University, Durham, United Kingdom

  30. Image-Space Rule Discovery

    Aug 1, 2026Misora Sugiyama, Toya Oyama, Hirokatsu KataokaImage Editing

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

  31. Evaluation-Verification Reward for Consistent Multi-Reference Image Editing

    Jul 31, 2026Yingmao Miao, Pengfei Zhang, Xiaochen Lv +5Image EditingMulti-Reference Image Generation

    Xi’an Jiaotong University · DreamX Team, Alibaba Group · Shanghai Jiaotong University

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

    Jul 28, 2026Xianghao Zang, Zijian Jiang, Jiarong Cheng +8Image EditingEvaluation Metrics

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

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

    Jul 27, 2026Qing Li, Zeyu Dong, Yin Cui +2Image EditingEdit

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

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

    Jul 23, 2026Ming Hu, Mingyu Dou, Jianfu Yin +5Image EditingEdit

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

  35. RS-RIE-Bench: Benchmarking Reasoning-Guided Remote Sensing Image Editing

    Jul 22, 2026Zihan Qin, Boao Xu, Zhao Dong +4Remote SensingImage Editing

    School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an 710072, China. · Xi’an Modern Control Technology Research Institute, Xi’an 710065, China. · Lanzhou Institute of Physics, Lanzhou 730000, China. +2

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

    Jul 21, 2026Xinjie Zhang, Peng Zhang, Shicheng Zheng +21Image GenerationDiffusion Transformers

    Microsoft Mage Team

  37. Cross-Branch Conflict as a Shield: Safeguarding Facial Identities in Unified Multimodal Image Editing

    Jul 18, 2026Weiwei Tan, Junxian Li, Rui Wang +3Image Editing

    Institute of Information Engineering, Chinese Academy of Sciences · Shanghai Jiao Tong University · Zhejiang University +1

  38. DiTailed: Ensuring Visual Object Consistency in Text-Image-to-Image Flow Matching Models

    Jul 14, 2026Francesco Taioli, Daniel Coelho, Iaroslav Melekhov +4Image EditingContrastive Flow Matching

    Amazon · Faculty

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

    Jul 12, 2026Zehui Guo, Zhen Wang, Junwei Shu +3Image EditingText-To-Image Diffusion Models

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

  40. TMI: Text-to-Image Meets Image-to-Image for Complementary Data Synthesis to Boost Long-Tailed Instance Segmentation

    Jul 9, 2026Hyeonseop Song, Seokhun Choi, Hoseok DoText-To-ImageImage Editing

    AI Lab, CTO Division, LG Electronics, Republic of Korea

  41. Leveraging Color Naming for Image Enhancement

    Jul 9, 2026David Serrano-Lozano, Luis Herranz, Michael S. Brown +1Image EnhancementImage Editing

    Universitat Aut`onoma de Barcelona, Spain · Computer Vision Center, Barcelona, Spain · York University, Toronto, Canada +1

  42. Making Implicit Preservation Intent Explicit in Conversational Image Editing

    Jul 8, 2026Soomin Han, Jihyung Ahn, Bumsoo Kim +1Image EditingPreservation

    Sogang University · Korea University · Chung-Ang University

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

    Jul 7, 2026Wanglong Lu, Lingming Su, Kaijie Shi +4Diffusion-Based Image EditingImage Editing

    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

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

    Jul 2, 2026Anqi Tang, Wenhao Sun, Zhaoqiang LiuDiffusion-Based Image EditingImage Editing

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

  45. Epistemic Goggles: A Pretrained Module that Induces an Epistemic Frame via Gradient Editing

    Jul 2, 2026Joshua PenmanEpistemic State ReplicationEpistemic Integrity

    Independent Researcher

  46. GMO-E2^2DIT: Grounded Multi-Operation Editing for E-Commerce Images

    Jul 1, 2026Zipeng Guo, Xiaoan Liu, Lichen Ma +9Image EditingPrecise Editing

    Wuhan University · Xi’an Jiaotong University · Sun Yat-sen University

  47. Intrinsic decomposition and editing of 3D Gaussian splats

    Jun 30, 2026Alexandre Lanvin, Jeffrey Hu, Simon Lucas +2Image EditingBasis Decomposition

    Inria, Université Côte d’Azur, France · Cambridge University, United Kingdom

  48. Goku: A Million-Scale Universal Dataset and Benchmark for Instruction-Based Video Editing

    Jun 29, 2026Sen Liang, Cong Wang, Zhentao Yu +8Video EditingVideo Dataset

    University of Science and Technology of China, Hefei, China · Tencent Hunyuan, China

  49. MirrorPPR: Exemplar-Based Portrait Photo Retouching

    Jun 28, 2026Zhihong Liu, Zheng Li, Jiachun Jin +4Image EditingBlind Face Restoration

    Shanghai Jiao Tong University · Triverse AI

  50. SpatialFlow-GRPO: Where Spatial Credit Drives Image Editing

    Jun 25, 2026Yankai Yang, Yancheng Long, Wei Chen +7Image EditingImage Quality Assessment

    Harbin Institute of Technology, Shenzhen · Kuaishou Technology

  51. PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing

    Jun 25, 2026Shengbin Guo, Shaokang He, Chaoyue Meng +4Image EditingGenerative Video Models

    Nanjing University · SDU · HRBEU +2

  52. 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

  53. EPEdit: Redefining Image Editing with Generative AI and User-Centric Design

    Jun 23, 2026Hoang-Phuc Nguyen, Dinh-Khoi Vo, Trong-Le Do +7Image EditingGenerative Artificial Intelligence

    University of Science, VNU-HCM, Ho Chi Minh City, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam · University of Information Technology, VNU-HCM, Vietnam +1

  54. BoxCtrl: 3D-Aware Visual Prompting for Geometric Image Editing

    Jun 22, 2026Feifei Wang, Shiyuan Yang, Xiaoyu Li +13D EditingImage Editing

    City University of Hong Kong, China · Tencent, China

  55. RS-Gen: A Multi-Stage Agentic Framework for Reasoning and Search-Augmented Image Generation

    Jun 22, 2026Feifei Bian, Zhimin Zheng, Wei Deng +2Multi-Reference Image GenerationImage Generation

    MiLM Plus, Xiaomi Inc.

  56. Thinking in Boxes: 3D Editing in Real Images Made Easy

    Jun 18, 2026Pradhaan S Bhat, Naveen Chandra R, Rishubh Parihar +43D EditingImage Editing

    Indian Institute of Science · Apple · UIUC +1

  57. ImageWAM: Do World Action Models Really Need Video Generation, or Just Image Editing?

    Jun 17, 2026Yuyang Zhang, Wenyao Zhang, Zekun Qi +7World ModelsVideo Generation

    Shanghai Jiao Tong University · Tsinghua University · Tencent Robotics X +1

  58. ProductConsistency: Improving Product Identity Preservation in Instruction-Based Image Editing via SFT and RL

    Jun 17, 2026Mukund Khanna, Raj Singh Yadav, Kunal SinghImage EditingSimilarity and Metrics

    Fractal Analytics

  59. Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework

    Jun 17, 2026Jiayi Gao, Qingchao Chen, Yuxin Peng +1Image EditingArticulated Objects

    Wangxuan Institute of Computer Technology, Peking University, Beijing, China · National Institute of Health Data Science, Peking University, Beijing, China.

  60. Visual-OPSD: Cross-Modal On-Policy Self-Distillation for Efficient Unified Multimodal Reasoning

    Jun 17, 2026Pengyu Li, Zhitao Gao, Lingling Zhang +5Multimodal ReasoningMultimodal Model

    Xi’an Jiaotong University · Shaanxi Province Key Laboratory of Big Data Knowledge Engineering · MOE KLINNS Lab, Xi’an Jiaotong University +1