% Key papers for Text-driven synthesis and semantic guidance (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2023_magic3d_21511,
  title = {{Magic3D: High-Resolution Text-to-3D Content Creation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23164},
}

@inproceedings{cvpr2023_align_20375,
  title = {{Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21456},
}

@inproceedings{cvpr2023_null_21646,
  title = {{NULL-Text Inversion for Editing Real Images Using Guided Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22074},
}

@inproceedings{iclr2023_dreamfusion_32304,
  title = {{DreamFusion: Text-to-3D using 2D Diffusion}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/10961},
}

@inproceedings{iclr2023_prompt_32791,
  title = {{Prompt-to-Prompt Image Editing with Cross-Attention Control}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11646},
}

@inproceedings{cvpr2023_smartbrush_22227,
  title = {{SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21276},
}

@inproceedings{cvpr2023_sine_22102,
  title = {{SINE: SINgle Image Editing With Text-to-Image Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22432},
}

@inproceedings{icml2024_scaling_43917,
  title = {{Scaling Rectified Flow Transformers for High-Resolution Image Synthesis}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34535},
}

@inproceedings{iclr2024_animatediff_34031,
  title = {{AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19044},
}

@inproceedings{cvpr2024_ledits_23888,
  title = {{LEDITS++: Limitless Image Editing using Text-to-Image Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30252},
}

@inproceedings{cvpr2023_vectorfusion_22508,
  title = {{VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/20940},
}

@inproceedings{neurips2023_uni_68363,
  title = {{Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71446},
}

@inproceedings{icml2023_stylegan_42214,
  title = {{StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/24941},
}

@inproceedings{cvpr2024_prompt_24533,
  title = {{Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29179},
}

@inproceedings{cvpr2024_svgdreamer_24734,
  title = {{SVGDreamer: Text Guided SVG Generation with Diffusion Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29501},
}

@inproceedings{aaai2024_directed_5699,
  title = {{Directed Diffusion: Direct Control of Object Placement through Attention Guidance}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28204},
}

@inproceedings{cvpr2024_self_24790,
  title = {{Self-correcting LLM-controlled Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29339},
}

@inproceedings{cvpr2024_emogen_23357,
  title = {{EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29279},
}

@inproceedings{cvpr2023_datid_20686,
  title = {{DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21919},
}

@inproceedings{neurips2023_snapfusion_69803,
  title = {{SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70144},
}

@inproceedings{cvpr2024_text_24990,
  title = {{Text-Image Alignment for Diffusion-Based Perception}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31515},
}

@inproceedings{aaai2024_dreamstyler_5755,
  title = {{DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27824},
}

@inproceedings{aaai2024_text_7529,
  title = {{Text Image Inpainting via Global Structure-Guided Diffusion Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28612},
}

@inproceedings{cvpr2024_interactdiffusion_23829,
  title = {{InteractDiffusion: Interaction Control in Text-to-Image Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30834},
}

@inproceedings{cvpr2024_swiftbrush_24921,
  title = {{SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31191},
}

@inproceedings{aaai2024_any_5195,
  title = {{Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28589},
}

@inproceedings{aaai2024_trade_7633,
  title = {{Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30095},
}

@inproceedings{cvpr2025_salad_27493,
  title = {{SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33830},
}

@inproceedings{aaai2024_accelerating_5113,
  title = {{Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29599},
}

@inproceedings{cvpr2025_diffusion_25944,
  title = {{Diffusion Self-Distillation for Zero-Shot Customized Image Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33352},
}

@inproceedings{aaai2025_diffusehigh_8738,
  title = {{DiffuseHigh: Training-Free Progressive High-Resolution Image Synthesis Through Structure Guidance}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32456},
}

@inproceedings{cvpr2024_layout_23932,
  title = {{Layout-Agnostic Scene Text Image Synthesis with Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30799},
}