| LayoutDM: Transformer-based Diffusion Model for Layout Generation | May 4, 2023 | DenoisingDiversity | —Unverified | 0 | 0 |
| LayoutFlow: Flow Matching for Layout Generation | Mar 27, 2024 | DenoisingLayout Generation | —Unverified | 0 | 0 |
| LayoutTransformer: Relation-Aware Scene Layout Generation | Jan 1, 2021 | Image GenerationLayout Generation | —Unverified | 0 | 0 |
| LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models | Dec 3, 2024 | Layout Generation | —Unverified | 0 | 0 |
| Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers | May 7, 2025 | Image GenerationLayout Generation | —Unverified | 0 | 0 |
| Learning Object Context for Novel-View Scene Layout Generation | Jan 1, 2022 | 3D geometryImage Generation | —Unverified | 0 | 0 |
| LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization | Jun 9, 2025 | Layout GenerationRobot Navigation | —Unverified | 0 | 0 |
| LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model | Jun 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation | Jul 17, 2024 | Layout Generation | —Unverified | 0 | 0 |
| MaskPLAN: Masked Generative Layout Planning from Partial Input | Jan 1, 2024 | AttributeDesign Synthesis | —Unverified | 0 | 0 |
| Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis | Jul 17, 2025 | Layout Generation | —Unverified | 0 | 0 |
| Multimodal Attention for Layout Synthesis in Diverse Domains | Jan 1, 2021 | Layout Generation | —Unverified | 0 | 0 |
| Neural Design Network: Graphic Layout Generation with Constraints | Dec 19, 2019 | Image GenerationLayout Generation | —Unverified | 0 | 0 |
| OPAL-Net: A Generative Model for Part-based Object Layout Generation | May 30, 2020 | Layout Generation | —Unverified | 0 | 0 |
| Open-Universe Indoor Scene Generation using LLM Program Synthesis and Uncurated Object Databases | Feb 5, 2024 | Layout GenerationObject | —Unverified | 0 | 0 |
| PAID: A Framework of Product-Centric Advertising Image Design | Jan 24, 2025 | Image GenerationLayout Generation | —Unverified | 0 | 0 |
| Person-in-Context Synthesiswith Compositional Structural Space | Aug 28, 2020 | Layout Generation | —Unverified | 0 | 0 |
| Physics-based Scene Layout Generation from Human Motion | May 21, 2024 | Layout Generation | —Unverified | 0 | 0 |
| Planning and Rendering: Towards Product Poster Generation with Diffusion Models | Dec 14, 2023 | DiversityImage Inpainting | —Unverified | 0 | 0 |
| PLay: Parametrically Conditioned Layout Generation using Latent Diffusion | Jan 27, 2023 | Layout DesignLayout Generation | —Unverified | 0 | 0 |
| PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation | May 6, 2025 | In-Context LearningLayout Generation | —Unverified | 0 | 0 |
| READ: Recursive Autoencoders for Document Layout Generation | Sep 1, 2019 | Layout Generation | —Unverified | 0 | 0 |
| Relationship-Aware Spatial Perception Fusion for Realistic Scene Layout Generation | Sep 2, 2019 | DiversityImage Generation | —Unverified | 0 | 0 |
| ReLayout: Integrating Relation Reasoning for Content-aware Layout Generation with Multi-modal Large Language Models | Jul 8, 2025 | Layout Generation | —Unverified | 0 | 0 |
| RelTriple: Learning Plausible Indoor Layouts by Integrating Relationship Triples into the Diffusion Process | Mar 26, 2025 | Collision AvoidanceLayout Generation | —Unverified | 0 | 0 |