| Efficient Multi-Instance Generation with Janus-Pro-Dirven Prompt Parsing | Mar 27, 2025 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| RelTriple: Learning Plausible Indoor Layouts by Integrating Relationship Triples into the Diffusion Process | Mar 26, 2025 | Collision AvoidanceLayout Generation | —Unverified | 0 |
| BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction | Mar 25, 2025 | DenoisingLayout Generation | —Unverified | 0 |
| HSM: Hierarchical Scene Motifs for Multi-Scale Indoor Scene Generation | Mar 21, 2025 | Layout GenerationScene Generation | —Unverified | 0 |
| AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models | Mar 1, 2025 | Large Language ModelLayout Design | —Unverified | 0 |
| FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks | Feb 25, 2025 | Image GenerationLayout Generation | CodeCode Available | 0 |
| Textual-to-Visual Iterative Self-Verification for Slide Generation | Feb 21, 2025 | Layout Generation | —Unverified | 0 |
| Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation | Feb 6, 2025 | Deep Reinforcement LearningLayout Design | —Unverified | 0 |
| PAID: A Framework of Product-Centric Advertising Image Design | Jan 24, 2025 | Image GenerationLayout Generation | —Unverified | 0 |
| Text Semantics to Flexible Design: A Residential Layout Generation Method Based on Stable Diffusion Model | Jan 16, 2025 | DiversityLayout Design | —Unverified | 0 |
| Spatial Information Integration in Small Language Models for Document Layout Generation and Classification | Jan 9, 2025 | Layout Generationtext-classification | —Unverified | 0 |
| SceneBooth: Diffusion-based Framework for Subject-preserved Text-to-Image Generation | Jan 7, 2025 | Image GenerationImage Harmonization | —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 |
| CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation | Dec 5, 2024 | Image GenerationLayout Generation | —Unverified | 0 |
| VASCAR: Content-Aware Layout Generation via Visual-Aware Self-Correction | Dec 5, 2024 | Layout Generation | —Unverified | 0 |
| LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models | Dec 3, 2024 | Layout Generation | —Unverified | 0 |
| Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts | Nov 27, 2024 | Document AIDocument Classification | —Unverified | 0 |
| AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks | Nov 24, 2024 | Few-Shot Object DetectionImage Generation | —Unverified | 0 |
| GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts | Nov 18, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model | Sep 25, 2024 | Layout Generation | —Unverified | 0 |
| Spatial Diffusion for Cell Layout Generation | Sep 4, 2024 | Cell DetectionLayout Generation | CodeCode Available | 0 |
| Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM | Jul 31, 2024 | In-Context LearningLayout Design | —Unverified | 0 |
| SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters | Jul 29, 2024 | Layout Generation | CodeCode Available | 0 |
| LayoutDiT: Exploring Content-Graphic Balance in Layout Generation with Diffusion Transformer | Jul 21, 2024 | BlockingLayout Generation | —Unverified | 0 |
| LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation | Jul 17, 2024 | Layout Generation | —Unverified | 0 |
| Layout-and-Retouch: A Dual-stage Framework for Improving Diversity in Personalized Image Generation | Jul 13, 2024 | DiversityImage Generation | —Unverified | 0 |
| A Novel Framework for Automated Warehouse Layout Generation | Jul 11, 2024 | Layout Generation | —Unverified | 0 |
| DocSynthv2: A Practical Autoregressive Modeling for Document Generation | Jun 12, 2024 | Layout Generation | —Unverified | 0 |
| CityCraft: A Real Crafter for 3D City Generation | Jun 7, 2024 | Autonomous DrivingDiversity | —Unverified | 0 |
| LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model | Jun 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Layout Agnostic Scene Text Image Synthesis with Diffusion Models | Jun 3, 2024 | DiversityImage Generation | —Unverified | 0 |
| Revision Matters: Generative Design Guided by Revision Edits | May 27, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| Physics-based Scene Layout Generation from Human Motion | May 21, 2024 | Layout Generation | —Unverified | 0 |
| CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion | May 18, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| Layout Generation Agents with Large Language Models | May 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Constrained Layout Generation with Factor Graphs | Mar 30, 2024 | Graph Neural NetworkLayout Generation | —Unverified | 0 |
| LayoutFlow: Flow Matching for Layout Generation | Mar 27, 2024 | DenoisingLayout Generation | —Unverified | 0 |
| Planner3D: LLM-enhanced graph prior meets 3D indoor scene explicit regularization | Mar 19, 2024 | 3D Shape GenerationDiversity | —Unverified | 0 |
| ChatPattern: Layout Pattern Customization via Natural Language | Mar 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text2Street: Controllable Text-to-image Generation for Street Views | Feb 7, 2024 | Image GenerationLayout Generation | —Unverified | 0 |
| Open-Universe Indoor Scene Generation using LLM Program Synthesis and Uncurated Object Databases | Feb 5, 2024 | Layout GenerationObject | —Unverified | 0 |
| Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator | Jan 29, 2024 | AttributeLayout Generation | CodeCode Available | 0 |
| Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation | Jan 15, 2024 | Generative Adversarial NetworkGraph Representation Learning | —Unverified | 0 |
| FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes | Jan 7, 2024 | DiversityLayout Generation | —Unverified | 0 |
| MaskPLAN: Masked Generative Layout Planning from Partial Input | Jan 1, 2024 | AttributeDesign Synthesis | —Unverified | 0 |
| Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation | Jan 1, 2024 | Layout DesignLayout Generation | —Unverified | 0 |
| Planning and Rendering: Towards Product Poster Generation with Diffusion Models | Dec 14, 2023 | DiversityImage Inpainting | —Unverified | 0 |
| CityGen: Infinite and Controllable 3D City Layout Generation | Dec 3, 2023 | DiversityLayout Generation | —Unverified | 0 |
| Detailed Human-Centric Text Description-Driven Large Scene Synthesis | Nov 30, 2023 | Image GenerationLanguage Modeling | —Unverified | 0 |