Diffusion-Based Image Editing

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15 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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

    Oct 5, 2026Fengming Gu, Jie Zhang, Zhongqi Wang +3Diffusion-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

  2. SuperMotion: Source-Preserving Denoising for Text-Driven Human Motion Editing

    Oct 1, 2026Fa-Ting Hong, Peter WonkaDiffusion-Based Image EditingText-To-Motion Generation

    King Abdullah University of Science and Technology

  3. Spatially Gated Diffusion for Localized Counterfactual Chest Radiograph Editing

    Sep 30, 2026Kamran Ullah Afaq, Basit RazaDiffusion-Based Image EditingLatent Diffusion Model

    COMSATS University Islamabad, Pakistan

  4. Less Supervision, Better Generalization: Weakly Supervised Fake Region Localization in Diffusion-Edited Images

    Sep 29, 2026Junhee Lee, Donghyeon Jeon, Taeoh Kim +2Diffusion-Based Image EditingFace Forgery Detection

    Kyung Hee University · NAVER Cloud

  5. DARE to Mitigate Hallucination: Dual-path Auto-Regressive-aware Editing

    Sep 29, 2026Jae-Ho Lee, Jeong-Eun Lee, Gyeong-Moon ParkHallucination MitigationObject Hallucination

    Korea University, Seoul, Republic of Korea

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

    Sep 28, 2026Yanan Wang, Shengcai Liao, Guangyi Liu +1Diffusion-Based Image EditingScale Gap

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

  7. RIDE: Reference-Anchored Inference-Time Diffusion Editing for Scaffold Hopping

    Sep 28, 2026Ruoxi Gao, Frazier N. Baker, Trieu Nguyen +1Drug DiscoveryDiffusion Dynamics

    Department of Computer Science and Engineering, The Ohio State University · Department of Biomedical Informatics, The Ohio State University · Translational Data Analytics Institute, The Ohio State University +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. Constrained Edit Fields for Training-Free Flow Editing

    Sep 27, 2026Jingxuan Kang, Yinsong Wang, Che Liu +1Diffusion-Based Image EditingEdit

    Imperial College London

  10. ManiEdit: Sequential Unstructured Knowledge Editing for Language Models from a Manifold Perspective

    Sep 27, 2026Rui Liu, Chenheng Zhang, Haoxuan Li +1Multimodal Knowledge EditingEdit

    State Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University · Institute for Artificial Intelligence, Peking University

  11. Streaming Video Editing with Easy Adaptation

    Sep 21, 2026Yujia Hu, Jiajun Li, Zihao He +1Video EditingVideo Diffusion Models

    Shanghai Jiao Tong University

  12. 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

  13. MDN-Control: Mask-Depth-Noise Guided Region Control for Multi-Subject Video Editing

    Sep 15, 2026Jiayi Yu, Xi Ye, Lina Wang +1Video EditingDiffusion-Based Image Editing

    School of Cyber Science and Engineering, Wuhan University

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

    Sep 14, 2026Yan Zeng, Changlu Guo, Anders Nymark Christensen +2Identity-Conditioned Latent Diffusion ModelsDiffusion-Based Image Editing

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

  15. DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution

    Sep 14, 2026Shuhao Han, Wenjie Liao, Hayden Vance +4Real-World Image Super-ResolutionLow-Resolution

    VCIP, CS, Nankai University · Independent Researcher

  16. Overpainting: Localized Context-aware Diffusion Image Editing

    Sep 11, 2026Sam Sartor, Iliyan Georgiev, Michael Fischer +2Diffusion-Based Image EditingInpainting

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

  17. 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

  18. 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

  19. 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

  20. Diffusion Image Editing via Asynchronous Token Decoding

    Aug 10, 2026Yang Shi, Liangsi Lu, Minzhe Guo +4Diffusion-Based Image EditingText-To-Image Diffusion Models

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

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

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

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

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

    Aug 8, 2026Rui Xu, Hanmo Zhang, Songhua LiuStylizationDiffusion-Based Image Editing

    Shanghai Jiao Tong University

  23. Multi Codec Discrete Diffusion Model for Text Guided Speech Inpainting and Editing

    Aug 5, 2026Iftach Shoham, Tali Dror, Oren Gal +3Diffusion-Based Image Editing

    Ben-Gurion University of the Negev · University of Haifa

  24. JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

    Aug 4, 2026Yicheng Xiao, Wenxun Dai, Xinran Qin +22Video EditingDiffusion-Based Image Editing

    Joy Future Academy, JD

  25. 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

  26. ElasticTTT: Prior-Preserving Test-Time Tuning for Video Editing

    Jul 23, 2026Yueyi Liu, Chi Zhang, Sen Cui +1Video EditingDiffusion-Based Image Editing

    College of AI, Tsinghua University1 · Beijing Academy of Artificial Intelligence2

  27. SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversion

    Jul 23, 2026Wenbin Duan, Yan Shu, Zhuoyuan Fu +4Rectified FlowDiffusion Inversion

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

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

    Jul 23, 2026Jian Zhang, Zhijun ZhangDiffusion-Based Image EditingEdit

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

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

    Jul 23, 2026Ziyi Wang, Siming Zheng, Yang Yang +5Diffusion-Based Image EditingBlind Face Restoration

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

  30. OSVE: One Step Video Editing with One Step Diffusion Models

    Jul 22, 2026Habin Lim, Gyeong-Moon ParkText-To-Video Diffusion ModelsVideo Editing

    Korea University, Seoul, Republic of Korea

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

    Jul 22, 2026Jaeyeon Park, Taeho Kang, Youngki LeeDiffusion-Based Image EditingEdit

    Seoul National University, South Korea

  32. Consistent Feature Transport for Image Relighting

    Jul 20, 2026Bohan Zhang, Huanwei Liang, Yuhan He +5Image RelightingDiffusion-Based Image Editing

    School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100081, China · MT Lab, Meitu Inc., Beijing 100083, China · Gaoling School of Artificial Intelligence, Renmin University of China, Beijing 100872, China

  33. TanGO: Training-Free 3D Editing via Tangent-Space Guidance and Optimization

    Jul 16, 2026Siwoo Lim, Sunjae Yoon, Gwanhyeong Koo +23D Editing3D Generative Models

    Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea · Chung-Ang University, Seoul, Republic of Korea

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

    Jul 7, 2026Yoav Baron, Sara Dorfman, Roni Paiss +2Diffusion-Based Image EditingObject Localization

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

  35. 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

  36. Consistent and Editable: A Balanced Framework for Text-Guided Video Editing

    Jul 6, 2026Tao Jin, Li XiaoVideo EditingText-To-Video Diffusion Models

    University of Science and Technology of China

  37. 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 InversionDiffusion-Based Image Editing

    GSIS Tohoku University Sendai, Japan · RIKEN AIP JAPAN

  38. 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.

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

    Jun 29, 2026Yi He, Jiangming Wang, Xinyu Wang +5Diffusion-Based Image EditingGeometry-Aware

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

  40. LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing

    Jun 25, 2026Xinyu Wang, Chongbo Zhao, Fangneng Zhan +1Video EditingStreaming Video

    THU · HKUST

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

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

    Shanghai Jiao Tong University

  42. 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

  43. Vera: A Layered Diffusion Model for Content-Preserving Video Editing

    Jun 22, 2026Hongkai Zheng, Ta-Ying Cheng, Benjamin Klein +2Text-To-Video Diffusion ModelsVideo Editing

    California Institute of Technology · Netflix, Inc.

  44. SteerVTE: Seamless Video Text Editing with Style and Glyph Control

    Jun 22, 2026Kai Zeng, Moran Li, Zhengwei Wang +6Video EditingDiffusion-Based Image Editing

    Peking University · ByteDance China · ByteDance Singapore

  45. IDAG-Edit: Multi-Object Video Editing via Instance-Decoupled Attention and Guidance

    Jun 20, 2026Yuan-Zhih Lin, Huu-Thang Nguyen, Huu-Phu Do +2Video EditingDiffusion-Based Image Editing

    Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan

  46. RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers

    Jun 18, 2026Liting Gao, Yonggang Zhu, Yaru Chen +5Audio EditingDiffusion-Based Image Editing

    Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford GU2 7XH, U.K. · School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China · Fisheries College, Ocean University of China, Qingdao, China +1

  47. Residual-Space Evolutionary Optimization via Flow-based Generative Models

    Jun 18, 2026Zhuo Cao, Lena Krieger, Fernanda Nader +3Generative Flow NetworksDiffusion-Based Image Editing

    IAS-8, Forschungszentrum Jülich, Germany · LMU Munich, Munich Center for Machine Learning (MCML), Germany · Department of Computer Science, Aarhus University, Denmark.

  48. TeleMorpher: Toward Robust Simultaneous Motion-Location Editing

    Jun 18, 2026Haengbok ChungVideo EditingDiffusion-Based Image Editing

  49. BindEdit: Taming Attention Leakage for Precise Multi-Object Image Editing

    Jun 17, 2026Chaewon Park, Soyoon Lee, Naeun Lee +3Diffusion-Based Image EditingImage Editing

    1Sookmyung Women’s University · 2Yonsei University · 3Samsung Research

  50. Flux-Guard: Facial Identity Protection using diffusion models

    Jun 16, 2026Jie Wang, Tao Wang, Ru Zhang +1Diffusion-Based Image EditingDiffusion Models

    School of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, 100876, China · Nanjing University of Aeronautics and Astronautics, NanJing, China

  51. Edit3DGS: Unified Framework for Dynamic Head Editing via 2D Instruction-Guided Diffusion and 3D Gaussian Splatting

    Jun 16, 2026Duy-Dat Tran, Trung-Nghia LeAnimatable 3D Human Avatars3D Editing

    University of Science, VNU-HCM, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam

  52. ResEdit: Residual embeddings for precise generative image editing

    Jun 15, 2026Ahmet Canberk Baykal, Valentin Deschaintre, Yannick Hold-Geoffroy +4Diffusion-Based Image EditingImage Editing

    Adobe Research · University of Cambridge

  53. Conditioning Matters: Stabilizing Inversion and Attention in Diffusion Image Editing

    Jun 12, 2026Zheyuan Zhan, Hongchen Li, Can Wang +6Diffusion-Based Image EditingImage Editing

    State Key Laboratory of Blockchain and Data Security, Zhejiang University · HangZhou High-Tech Zong (Binjiang) Institute of Blockchain and Data Security · College of Computer Science, Zhejiang University +1

  54. Toward 360-Degree Indoor Panorama Editing via Tuning-Free Diffusion Model with Refocusing Cross-Attention

    Jun 12, 2026Dinh-Khoi Vo, Nhut-Thanh Le-Hinh, Viet-Tham Huynh +3Diffusion-Based Image EditingOmnidirectional Images

    University of Science, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam · University of Dayton, Ohio, United States

  55. HiLo-Token: Input-Adaptive High-Low Frequency Token Compression for Efficient Image Editing

    Jun 11, 2026Haoran You, Yotam Nitzan, Lingzhi Zhang +7Diffusion-Based Image EditingImage Editing

    Adobe ART AI Lab · Adobe Research

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

    Jun 11, 2026Shengqiang Zhang, Ruotong Liao, Volker Tresp +2Diffusion-Based Image EditingEdit

    LMU Munich & Munich Center for Machine Learning (MCML)

  57. DuET: Dual Expert Trajectories for Diffusion Image Editing

    Jun 11, 2026Lidia Troeshestova, Alexander Ustyuzhanin, Sergey KastryulinDiffusion-Based Image EditingImage Editing

    HSE University · Yandex

  58. Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts

    Jun 11, 2026Hao Zou, Zachary Horvitz, Chandhru Karthick +2SummarizationPreservation

    Columbia University New York, NY, USA

  59. AnchorEdit: Maintaining Temporal Consistency in Multi-turn Image Editing via Causal Memory

    Jun 10, 2026Hang Xu, Xiaoxiao Ma, Guohui Zhang +7Diffusion-Based Image EditingImage Editing

    University of Science and Technology of China · JD Explore Academy

  60. EditSSC: Toward Editable Semantic Occupancy Scenes with Unconditional Diffusion Models

    Jun 8, 2026Fatima Balde, Raoul de Charette, Alexandre Boulch3D Scene Generation3D Scene Understanding

    Inria