| 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 |