| 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 |
| VASCAR: Content-Aware Layout Generation via Visual-Aware Self-Correction | Dec 5, 2024 | Layout Generation | —Unverified | 0 |
| CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation | Dec 5, 2024 | Image GenerationLayout Generation | —Unverified | 0 |
| LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models | Dec 3, 2024 | Layout Generation | —Unverified | 0 |
| DogLayout: Denoising Diffusion GAN for Discrete and Continuous Layout Generation | Nov 30, 2024 | DenoisingLayout Generation | CodeCode Available | 1 |
| 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 |
| HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation | Oct 18, 2024 | DisentanglementImage Generation | CodeCode Available | 2 |
| 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 |
| UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization | Aug 12, 2024 | Layout Generation | CodeCode Available | 3 |
| 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 |
| COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation | Jul 16, 2024 | Layout Generation | CodeCode Available | 1 |
| UrbanWorld: An Urban World Model for 3D City Generation | Jul 16, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 2 |
| 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 |
