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. Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation

    Jul 14, 2026Guoxuan Chen, Chufeng Xiao, Haoran Yang +30Text-Guided Image EditingUnified Multimodal Models

    Boogu Team

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

    Jul 14, 2026Francesco Taioli, Daniel Coelho, Iaroslav Melekhov +4Flow MatchingText-Guided Image Editing

    Amazon · Faculty

  3. 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

  4. Multimodal 3D LUT Generation via StatLUT with Statistical Features for Photorealistic Style Transfer

    Jul 9, 2026Yifan Wang, Zhixiang Hao, Yu Wang +1Diffusion TransformerText-Guided Image Editing

    Honor Device Co., Ltd.

  5. 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 DoSynthetic Data AugmentationText-Guided Image Editing

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

  6. CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration

    Jul 6, 2026Hairui Zhu, Yiying Yang, Tengjin Weng +5Tool Use in VLMsText-Guided Image Editing

    Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ) Shenzhen, China

  7. StructuredEdit: Constraint-Aware Graphic Design Editing via Differentiable Parameter Propagation

    Jul 6, 2026Veeramanohar Avudaiappan, Ritwik MuraliText-Guided Image EditingVLM Adaptation

    Department of Electrical and Electronics Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India · Department of Computer Science and Engineering, Amrita School of Computing, Coimbatore, Amrita Vishwa Vidyapeetham, India

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

    Jul 2, 2026Anqi Tang, Wenhao Sun, Zhaoqiang LiuDiffusion Model GuidanceText-Guided Image Editing

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

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

    Jul 1, 2026Zipeng Guo, Xiaoan Liu, Lichen Ma +9Image Editing EvaluationText-Guided Image Editing

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

  10. Editing Everything Everywhere All at Once

    Jun 30, 2026Fabio Quattrini, Carmine Zaccagnino, Enis Simsar +4Text-Guided Image EditingAttention Control in Diffusion Models

    University of Modena and Reggio Emilia · ETH Zurich · Google

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

    Jun 23, 2026Hoang-Phuc Nguyen, Dinh-Khoi Vo, Trong-Le Do +7Text-Guided Image EditingDiffusion-Based Image Editing

    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

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

    Jun 17, 2026Mukund Khanna, Raj Singh Yadav, Kunal SinghImage Editing EvaluationText-Guided Image Editing

    Fractal Analytics

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

    Jun 17, 2026Chaewon Park, Soyoon Lee, Naeun Lee +3Text-Guided Image EditingAttention Control in Diffusion Models

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

  14. Text-Vision Co-Instructed Image Editing

    Jun 15, 2026Chenxi Xie, Yuhui Wu, Qiaosi Yi +1Text-Guided Image EditingImage Editing

    The Hong Kong Polytechnic University · OPPO Research Institute

  15. SceneCraft: Interactive System for Image Editing via Scene Graph

    Jun 15, 2026Duc-Manh Phan, Ngoc-Dai Tran, Duy-Khang Do +3Text-Guided Image EditingImage Editing

    University of Science · Vietnam National University · University of Dayton

  16. Mind the Gap: Diagnosing Constraint Discovery Failures in Text-in-Image Editing

    Jun 14, 2026Rui GuiText-Guided Image EditingMultimodal Large Language Models

    Central South University

  17. An Extensive Benchmark for Single-round and Multi-round Instruction-based Image Editing

    Jun 14, 2026Yiwei Ma, Ke Ye, Weihuang Lin +4Image Editing EvaluationText-Guided Image Editing

    Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, 361005, Fujian, P.R. China. · National University of Singapore, 119077, Singapore.

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

    Jun 12, 2026Zheyuan Zhan, Hongchen Li, Can Wang +6Diffusion Model InversionText-Guided Image 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

  19. Rethinking One-Step Image Editing through ChordEdit: Reproduction, Simplification, and New Insights

    Jun 12, 2026Minghan Li, Jeremy Moebel, Mengyu WangText-Guided Image EditingOne-Step Generative Modeling

    Harvard AI and Robotics Lab

  20. 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 Model GuidanceText-Guided Image Editing

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

  21. 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)

  22. 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

  23. ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations

    Jun 9, 2026Junke Wang, Xiao Wang, Jiacheng Pan +16Text-Guided Image EditingUnified Multimodal Models

    Institute of Trustworthy Embodied AI, Fudan University

  24. IEA: Amateur-Friendly Conversational Image Editing Agent via Three Stages of Multitask Alignment

    Jun 6, 2026Zichen Zhu, Yuheng Sun, Mingxuan Zhu +11Text-Guided Image EditingTool-Using Vision-Language Agents

    X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University · Huawei Technologies Ltd. · Shanghai Innovation Institution +1

  25. When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing

    Jun 5, 2026Siyuan Xu, Yibing Liu, Peilin Chen +3Image Editing EvaluationText-Guided Image Editing

    1City University of Hong Kong, Hong Kong. · 2Hon Hai Research Institute, Taipei. · 3Lingnan University, Hong Kong.

  26. TextWand: A Unified Framework for Scene Text Editing

    Jun 4, 2026Shuyu Wang, Zhile Guan, Hongxiu Chen +5Text-Guided Image EditingText Generation

    School of Electronic and Computer Engineering, Peking University, Shenzhen, China.

  27. InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space

    Jun 3, 2026Jiarui Wu, Yujin Wang, Ruikang Li +3Text-Guided Image EditingImage Editing

    Shanghai AI Laboratory · CUHK MMLab · CPII under InnoHK

  28. Training-free image inversion for one-step diffusion models

    May 31, 2026Tao Wu, Senmao Li, Yaxing Wang +3Diffusion Model InversionText-Guided Image Editing

    Computer Vision Center, Universitat Autonoma de Barcelona, Barcelona, 08193, Spain · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates · Jilin University, 130012, Changchun, Jilin, China +3

  29. TECCI: Tricky Edits of Collected and Curated Images

    May 31, 2026Aishwarya Agrawal, Roy Hirsch, Yasumasa Onoe +2VLM EvaluationImage Editing Evaluation

    Google Research · Google DeepMind

  30. CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences

    May 30, 2026Fangzhou Lin, Peiran Li, Lingyu Xu +12Image Editing EvaluationText-Guided Image Editing

    Texas A&M University · Worcester Polytechnic Institute · Tohoku University +4