% Key papers for Instruction-based diffusion editing (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2023_instructpix2pix_21265,
  title = {{InstructPix2Pix: Learning To Follow Image Editing Instructions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21296},
}

@inproceedings{cvpr2022_blended_18369,
  title = {{Blended Diffusion for Text-Driven Editing of Natural Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_imagic_21216,
  title = {{Imagic: Text-Based Real Image Editing With Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22941},
}

@inproceedings{cvpr2020_image2stylegan_15675,
  title = {{Image2StyleGAN++: How to Edit the Embedded Images?}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_paint_21827,
  title = {{Paint by Example: Exemplar-Based Image Editing With Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22634},
}

@inproceedings{iclr2022_sdedit_31441,
  title = {{SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6268},
}

@inproceedings{cvpr2020_manigan_15870,
  title = {{ManiGAN: Text-Guided Image Manipulation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2018_language_13255,
  title = {{Language-Based Image Editing With Recurrent Attentive Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Chen_Language-Based_Image_Editing_CVPR_2018_paper.html},
}

@inproceedings{neurips2020_swapping_60906,
  title = {{Swapping Autoencoder for Deep Image Manipulation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17001},
}

@inproceedings{cvpr2024_emu_23361,
  title = {{Emu Edit: Precise Image Editing via Recognition and Generation Tasks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30469},
}

@inproceedings{neurips2019_controllable_58043,
  title = {{Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14100},
}

@inproceedings{cvpr2024_hive_23664,
  title = {{HIVE: Harnessing Human Feedback for Instructional Visual Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29474},
}

@inproceedings{cvpr2024_zone_25308,
  title = {{ZONE: Zero-Shot Instruction-Guided Local Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29478},
}

@inproceedings{aaai2023_exploring_3624,
  title = {{Exploring Stroke-Level Modifications for Scene Text Editing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25305},
}

@inproceedings{cvpr2024_focus_23495,
  title = {{Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31831},
}

@inproceedings{cvpr2021_learning_17330,
  title = {{Learning by Planning: Language-Guided Global Image Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2025_anyedit_25497,
  title = {{AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34767},
}

@inproceedings{cvpr2024_control4d_23042,
  title = {{Control4D: Efficient 4D Portrait Editing with Text}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31803},
}

@inproceedings{cvpr2024_referring_24603,
  title = {{Referring Image Editing: Object-level Image Editing via Referring Expressions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31461},
}

@inproceedings{aaai2023_clipvg_3218,
  title = {{CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25326},
}

@inproceedings{neurips2025_imgedit_79940,
  title = {{ImgEdit: A Unified Image Editing Dataset and Benchmark}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=uUCSrMlfD3},
}

@inproceedings{neurips2025_enabling_75215,
  title = {{Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=5WyqKH9nOS},
}

@inproceedings{cvpr2024_genn2n_23586,
  title = {{GenN2N: Generative NeRF2NeRF Translation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31641},
}

@inproceedings{aaai2024_latent_6427,
  title = {{Latent Space Editing in Transformer-Based Flow Matching}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27998},
}

@inproceedings{cvpr2024_choose_22964,
  title = {{Choose What You Need: Disentangled Representation Learning for Scene Text Recognition Removal and Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29445},
}

@inproceedings{cvpr2024_unihuman_25128,
  title = {{UniHuman: A Unified Model For Editing Human Images in the Wild}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29897},
}

@inproceedings{cvpr2024_doubly_23257,
  title = {{Doubly Abductive Counterfactual Inference for Text-based Image Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30561},
}

@inproceedings{cvpr2025_swiftedit_27779,
  title = {{SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32520},
}

@inproceedings{cvpr2025_visual_28126,
  title = {{Visual Representation Learning through Causal Intervention for Controllable Image Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34915},
}

@inproceedings{iclr2024_ed_33774,
  title = {{ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19301},
}

@inproceedings{aaai2026_insert_104339,
  title = {{Insert Anything: Image Insertion via In-Context Editing in DiT}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37866},
}

@inproceedings{aaai2025_gim_9276,
  title = {{GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32231},
}

@inproceedings{cvpr2025_paint_27211,
  title = {{Paint by Inpaint: Learning to Add Image Objects by Removing Them First}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32708},
}