Diffusion-Based Image Editing

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11 papers in the last four weeks, up 10% on the four weeks before. 0.1% of all new papers.

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  1. 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

  2. Keep The Essentials: Efficient Reference Conditioned Generation via Token Dropping

    Jun 22, 2026Rishubh Parihar, Ayush Raina, R. Venkatesh Babu +1Conditional Image GenerationDiffusion Model Fine-Tuning

    1IISc Bangalore · 2Tel Aviv University

  3. Controllable Texture Tiling with Transformed RoPE-Enhanced Diffusion Models

    Jun 22, 2026Junrong Huang, Zhiyuan Zhang, Rui Tang +2Rotary Positional EmbeddingsDiffusion Transformer

    City University of Hong Kong, China · Manycore Tech Inc., China · Hong Kong University of Science and Technology, China

  4. Trajectory Forcing: Structure-First Generation with Controllable Semantic Trajectories

    Jun 21, 2026Merve Kocabas, Gege Gao, Bernhard Schölkopf +1Image GenerationFlow-Based Generative Modeling

    University of Tübingen, Tübingen, Germany · Max Planck Institute for Intelligent Systems, Tübingen, Germany · ETH Zürich, Zürich, Switzerland +2

  5. MakeupMirror: Improving Facial Attribute Preservation in Diffusion Models for Makeup Transfer

    Jun 18, 2026Nefeli Andreou, Angel Martínez-González, Sabine Sternig +3Image Style TransferDiffusion-Based Image Editing

    Amazon

  6. 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

  7. ReAge3D: Re-Aging 3D Faces with View Consistency

    Jun 16, 2026Libing Zeng, Li Ma, Mingming He +33D Face ReconstructionDiffusion-Based Image Editing

    Texas A&M University · Netflix Eyeline Studios

  8. TeleStyle V2: Beyond Content-Preserving Style Transfer with Self-Distillation and Distribution-Matching-Distillation

    Jun 16, 2026Shiwen Zhang, Yifan Xu, Haibin Huang +2Diffusion Model DistillationImage Style Transfer

    TeleAI

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

    Jun 16, 2026Jie Wang, Tao Wang, Ru Zhang +1Adversarial AttacksDiffusion-Based Image Editing

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

  10. Root-Selecting Fixed-Point Inversion for Rectified Flows via Trajectory Straightness

    Jun 16, 2026Semin Kim, Jihwan Yoon, Seunghoon HongDiffusion Model InversionRectified Flow

    KAIST

  11. ResEdit: Residual embeddings for precise generative image editing

    Jun 15, 2026Ahmet Canberk Baykal, Valentin Deschaintre, Yannick Hold-Geoffroy +4Diffusion Model InversionImage Relighting

    Adobe Research · University of Cambridge

  12. Timestep Rescheduling in Diffusion Inversion

    Jun 13, 2026Shangquan Sun, Ting Gong, Zhirui Liu +5Diffusion Model InversionDiffusion Sampling

    School of CyberScience and Technology, Sun Yat-sen University, Shenzhen Campus, Shenzhen 518107, China · Tsinghua University · CUHK +2

  13. Adaptive Inference-Time Scaling via Early-Step Latent Verification for Image Editing

    Jun 13, 2026Yue Yu, Yang Jiao, Jiayu Wang +2Inference-Time ScalingDiffusion-Based Image Editing

    College of Computer Science and Artificial Intelligence, Fudan University, Shanghai 200433, China · Microsoft Research Asia, Beijing 100080, China · Institute of Trustworthy Embodied AI, Fudan University, Shanghai 200433, China

  14. 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

  15. 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

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

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

    Adobe ART AI Lab · Adobe Research

  17. 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

  18. On the Controllability-Fidelity Frontier in Diffusion Editing

    Jun 5, 2026Yi Hu, Leying Yi, Emily Davis +1Diffusion Model InversionDiffusion Model Guidance

    Xidian University

  19. Consistent-Inversion: Reverse Consistency Guidance for Structure-Preserving Visual Editing

    Jun 5, 2026Xiaocheng Lu, Jingcai Guo, Song GuoDiffusion Model InversionDiffusion Model Guidance

    Hong Kong University of Science and Technology, Hong Kong SAR, China · The Hong Kong Polytechnic University, Hong Kong SAR, China

  20. Unified Safe In-context Image Generation in Multimodal Diffusion Transformers via Restricting Unsafe Information Flows

    Jun 5, 2026Xiang Yang, Feifei Li, Mi Zhang +4Diffusion TransformerImage Generation

    Fudan University, Shanghai, China · East China University of Science and Technology, Shanghai, China · Shanghai University of Electric Power, Shanghai, China

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

    Jun 4, 2026Haowang Cui, Rui Chen, Tao Luo +3Flow MatchingDiffusion-Based 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

  22. Diff-CA: Separating Common and Salient Factors with Diffusion Models

    Jun 4, 2026Michaël Soumm, Alexandre Fournier Montgieux, Yunlong He +2Disentangled Representation LearningDiffusion-Based Image Editing

    INRIA at Univ. Grenoble Alpes · CEA List, Palaiseau · Télécom Paris, Institut Polytechnique de Paris

  23. Edit-R2: Context-Aware Reinforcement Learning for Multi-Turn Image Editing

    Jun 4, 2026Yuxiao Ye, Haoran He, Fangyuan Kong +4Reinforcement LearningImage Editing Evaluation

    Hong Kong University of Science and Technology · Kuaishou Technology

  24. Qwen-Image-Flash: Rethinking the Training Recipe for Few-Step Distillation

    Jun 2, 2026Tianhe Wu, Zikai Zhou, Kun Yan +23Diffusion Model DistillationFew-Step Diffusion Sampling

  25. MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching

    Jun 1, 2026Jiahui Huang, Yasi Zhang, Tianyu Chen +6Multimodal Reward ModelingRL for Generative Models

    Apple · University of California, Los Angeles · University of Texas at Austin +1

  26. 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

  27. Guidance for Low-Level Perceptual Editing in Unconditional Diffusion Models

    May 29, 2026Shreyansh Modi, Akshat Tomar, Aarush AggarwalDiffusion Model GuidanceImage Enhancement

    Indian Institute of Technology Roorkee

  28. BlazeEdit: Generalist Image Editing on Mobile Devices with Image-to-Image Diffusion Models

    May 27, 2026Fei Deng, Yanwu Xu, Zhipeng Bao +4Diffusion Model AccelerationDiffusion-Based Image Editing

    Google

  29. MRT: Masked Region Transformer for Layered Image Generation and Editing at Scale

    May 26, 2026Zhicong Tang, Zhao Zhang, Jingye Chen +6Diffusion TransformerImage Generation

    Canva Research

  30. Scheduled Style Injection: Expanding the Style-Content Pareto Frontier in Training-Free Diffusion-based Style Transfer

    May 26, 2026Amey Sunil KulkarniDiffusion Model GuidanceImage Style Transfer

    Independent Researcher