% Key papers for Layout generation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2019_image_14304,
  title = {{Image Generation From Layout}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2023_layoutdiffusion_21332,
  title = {{LayoutDiffusion: Controllable Diffusion Model for Layout-to-Image Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22985},
}

@inproceedings{cvpr2021_variational_18114,
  title = {{Variational Transformer Networks for Layout Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_layoutdm_21330,
  title = {{LayoutDM: Discrete Diffusion Model for Controllable Layout Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22891},
}

@inproceedings{cvpr2023_layoutdm_21331,
  title = {{LayoutDM: Transformer-Based Diffusion Model for Layout Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21608},
}

@inproceedings{aaai2022_coarse_1846,
  title = {{Coarse-to-Fine Generative Modeling for Graphic Layouts}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/01096-coarse-to-fine-generative-modeling-for-graphic-layouts/},
}

@inproceedings{cvpr2020_bachgan_15182,
  title = {{BachGAN: High-Resolution Image Synthesis From Salient Object Layout}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_unifying_22469,
  title = {{Unifying Layout Generation With a Decoupled Diffusion Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22107},
}

@inproceedings{cvpr2023_layoutformer_21333,
  title = {{LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22395},
}

@inproceedings{cvpr2023_posterlayout_21904,
  title = {{PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21729},
}

@inproceedings{iclr2019_layoutgan_28918,
  title = {{LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/701},
}

@inproceedings{cvpr2022_aesthetic_18272,
  title = {{Aesthetic Text Logo Synthesis via Content-Aware Layout Inferring}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_iplan_20248,
  title = {{iPLAN: Interactive and Procedural Layout Planning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_interactive_19093,
  title = {{Interactive Image Synthesis With Panoptic Layout Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_retrieval_24647,
  title = {{Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31733},
}

@inproceedings{cvpr2021_generating_17072,
  title = {{Generating Manga From Illustrations via Mimicking Manga Creation Workflow}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_unsupervised_22484,
  title = {{Unsupervised Domain Adaption With Pixel-Level Discriminator for Image-Aware Layout Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22902},
}

@inproceedings{cvpr2024_desigen_23156,
  title = {{Desigen: A Pipeline for Controllable Design Template Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31210},
}

@inproceedings{cvpr2024_maskplan_24114,
  title = {{MaskPLAN: Masked Generative Layout Planning from Partial Input}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31566},
}

@inproceedings{cvpr2024_visual_25248,
  title = {{Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29208},
}

@inproceedings{aaai2025_graphic_9372,
  title = {{Graphic Design with Large Multimodal Model}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32249},
}

@inproceedings{neurips2024_hico_73437,
  title = {{HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94025},
}

@inproceedings{aaai2025_integrating_9586,
  title = {{Integrating Symbolic Reasoning into Neural Generative Models for Design Generation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35132},
}

@inproceedings{aaai2024_spot_7401,
  title = {{Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28128},
}

@inproceedings{cvpr2025_from_26325,
  title = {{From Elements to Design: A Layered Approach for Automatic Graphic Design Composition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33411},
}

@inproceedings{iclr2024_towards_35092,
  title = {{Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17981},
}

@inproceedings{neurips2025_overlaybench_76078,
  title = {{OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=FDi6Mbl0xD},
}

@inproceedings{icml2024_genco_43836,
  title = {{GenCO: Generating Diverse Designs with Combinatorial Constraints}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34616},
}

@inproceedings{icml2026_occlusionformer_49843,
  title = {{OcclusionFormer: Arranging Z-Order for Layout-Grounded Image Generation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=6FNTrLYLbu},
}

@inproceedings{icml2026_envisioning_51224,
  title = {{Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=Jva4wVEySO},
}

@inproceedings{neurips2024_midgard_74111,
  title = {{MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93424},
}

@inproceedings{cvpr2026_cg_96741,
  title = {{CG-Floor: Centroid-Guided Diffusion for Large-Scale Floorplan Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Lian_CG-Floor_Centroid-Guided_Diffusion_for_Large-Scale_Floorplan_Generation_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_hybridla_100461,
  title = {{HybriDLA: Hybrid Generation for Document Layout Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37308},
}

@inproceedings{aaai2026_generating_107680,
  title = {{Generating Sketches in a Hierarchical Auto-Regressive Process for Flexible Sketch Drawing Manipulation at Stroke-Level}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40032},
}

@inproceedings{neurips2026_overlay_90516,
  title = {{OverLay++: Dense-Overlap Layout-to-Image Generation Dataset}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/139248},
}

@inproceedings{neurips2026_render_91939,
  title = {{Render Structure Uncertainty for HTML Repair in MLLM-based UI-to-Code Generation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/154842},
}