| Diffusion-based Document Layout Generation | Mar 19, 2023 | Layout Generation | —Unverified | 0 |
| Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning | Jun 5, 2025 | In-Context LearningIndoor Scene Synthesis | —Unverified | 0 |
| Diverse Multimedia Layout Generation with Multi Choice Learning | Jan 16, 2023 | Layout Generation | —Unverified | 0 |
| DocSynthv2: A Practical Autoregressive Modeling for Document Generation | Jun 12, 2024 | Layout Generation | —Unverified | 0 |
| Dolfin: Diffusion Layout Transformers without Autoencoder | Oct 25, 2023 | Layout Generation | —Unverified | 0 |
| Efficient Multi-Instance Generation with Janus-Pro-Dirven Prompt Parsing | Mar 27, 2025 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts | Nov 27, 2024 | Document AIDocument Classification | —Unverified | 0 |
| TextDiffuser-RL: Efficient and Robust Text Layout Optimization for High-Fidelity Text-to-Image Synthesis | May 25, 2025 | CPUGPU | —Unverified | 0 |
| Text Semantics to Flexible Design: A Residential Layout Generation Method Based on Stable Diffusion Model | Jan 16, 2025 | DiversityLayout Design | —Unverified | 0 |
| Textual-to-Visual Iterative Self-Verification for Slide Generation | Feb 21, 2025 | Layout Generation | —Unverified | 0 |
| Adversarial Model for Rotated Indoor Scenes Planning | Jun 24, 2020 | Layout Generationmodel | —Unverified | 0 |
| Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization | Dec 10, 2021 | Depth EstimationImage Inpainting | —Unverified | 0 |
| Triplet-Aware Scene Graph Embeddings | Sep 19, 2019 | Data AugmentationGraph Embedding | —Unverified | 0 |
| UI Layout Generation with LLMs Guided by UI Grammar | Oct 24, 2023 | In-Context LearningLayout Generation | —Unverified | 0 |
| Unifying Layout Generation with a Decoupled Diffusion Model | Mar 9, 2023 | DiversityLayout Generation | —Unverified | 0 |
| LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction | Aug 17, 2022 | DecoderLayout Generation | —Unverified | 0 |
| Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation | Mar 25, 2023 | Domain AdaptationLayout Generation | —Unverified | 0 |
| Variational Transformer Networks for Layout Generation | Apr 6, 2021 | DiversityLayout Generation | —Unverified | 0 |
| VASCAR: Content-Aware Layout Generation via Visual-Aware Self-Correction | Dec 5, 2024 | Layout Generation | —Unverified | 0 |
| Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation | Jan 1, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| Visual Programming for Text-to-Image Generation and Evaluation | May 24, 2023 | Image GenerationLayout Generation | —Unverified | 0 |
| The Layout Generation Algorithm of Graphic Design Based on Transformer-CVAE | Oct 8, 2021 | DisentanglementLayout Design | —Unverified | 0 |
| Relationship-Aware Spatial Perception Fusion for Realistic Scene Layout Generation | Sep 2, 2019 | DiversityImage Generation | —Unverified | 0 |
| ReLayout: Integrating Relation Reasoning for Content-aware Layout Generation with Multi-modal Large Language Models | Jul 8, 2025 | Layout Generation | —Unverified | 0 |
| RelTriple: Learning Plausible Indoor Layouts by Integrating Relationship Triples into the Diffusion Process | Mar 26, 2025 | Collision AvoidanceLayout Generation | —Unverified | 0 |
| Revision Matters: Generative Design Guided by Revision Edits | May 27, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| SceneBooth: Diffusion-based Framework for Subject-preserved Text-to-Image Generation | Jan 7, 2025 | Image GenerationImage Harmonization | —Unverified | 0 |
| Layout Agnostic Scene Text Image Synthesis with Diffusion Models | Jun 3, 2024 | DiversityImage Generation | —Unverified | 0 |
| SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs | Jan 1, 2025 | Contrastive LearningImage Generation | —Unverified | 0 |
| SLayR: Scene Layout Generation with Rectified Flow | Dec 6, 2024 | Layout Generation | —Unverified | 0 |
| Spatial Information Integration in Small Language Models for Document Layout Generation and Classification | Jan 9, 2025 | Layout Generationtext-classification | —Unverified | 0 |
| Structured Graph Variational Autoencoders for Indoor Furniture layout Generation | Apr 11, 2022 | DecoderLayout Generation | —Unverified | 0 |
| Text2Street: Controllable Text-to-image Generation for Street Views | Feb 7, 2024 | Image GenerationLayout Generation | —Unverified | 0 |
| Layout Generation Agents with Large Language Models | May 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Relation-Rich Visual Document Generator for Visual Information Extraction | Apr 14, 2025 | Diversitydocument understanding | CodeCode Available | 0 |
| BLT: Bidirectional Layout Transformer for Controllable Layout Generation | Dec 9, 2021 | Layout Generation | CodeCode Available | 0 |
| Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator | Jan 29, 2024 | AttributeLayout Generation | CodeCode Available | 0 |
| Beyond Language: Learning Commonsense from Images for Reasoning | Oct 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LayoutGAN: Generating Graphic Layouts with Wireframe Discriminator | May 1, 2019 | Generative Adversarial NetworkLayout Generation | CodeCode Available | 0 |
| Generative Layout Modeling using Constraint Graphs | Nov 26, 2020 | Layout Generation | CodeCode Available | 0 |
| FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks | Feb 25, 2025 | Image GenerationLayout Generation | CodeCode Available | 0 |
| End-to-end Generative Floor-plan and Layout with Attributes and Relation Graph | Dec 15, 2020 | Layout GenerationRelation | CodeCode Available | 0 |
| SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters | Jul 29, 2024 | Layout Generation | CodeCode Available | 0 |
| LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators | Jan 21, 2019 | Generative Adversarial NetworkLayout Generation | CodeCode Available | 0 |
| Automatic Layout Generation with Applications in Machine Learning Engine Evaluation | Dec 12, 2019 | BIG-bench Machine LearningLayout Generation | CodeCode Available | 0 |
| Design a Delicious Lunchbox in Style | May 22, 2023 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| GUILGET: GUI Layout GEneration with Transformer | Apr 18, 2023 | Layout Generation | CodeCode Available | 0 |
| Spatial Diffusion for Cell Layout Generation | Sep 4, 2024 | Cell DetectionLayout Generation | CodeCode Available | 0 |