| Constrained Layout Generation with Factor Graphs | Mar 30, 2024 | Graph Neural NetworkLayout Generation | —Unverified | 0 | 0 |
| Continuous Graph Flow | Aug 7, 2019 | Density EstimationGraph Generation | —Unverified | 0 | 0 |
| CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation | Dec 5, 2024 | Image GenerationLayout Generation | —Unverified | 0 | 0 |
| Ctrl-Room: Controllable Text-to-3D Room Meshes Generation with Layout Constraints | Oct 5, 2023 | Layout GenerationScene Generation | —Unverified | 0 | 0 |
| Decoupled Diffusion Sparks Adaptive Scene Generation | Apr 14, 2025 | Autonomous DrivingData Augmentation | —Unverified | 0 | 0 |
| Detailed Human-Centric Text Description-Driven Large Scene Synthesis | Nov 30, 2023 | Image GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Diffusion-based Document Layout Generation | Mar 19, 2023 | Layout Generation | —Unverified | 0 | 0 |
| Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning | Jun 5, 2025 | In-Context LearningIndoor Scene Synthesis | —Unverified | 0 | 0 |
| Diverse Multimedia Layout Generation with Multi Choice Learning | Jan 16, 2023 | Layout Generation | —Unverified | 0 | 0 |
| DocSynthv2: A Practical Autoregressive Modeling for Document Generation | Jun 12, 2024 | Layout Generation | —Unverified | 0 | 0 |
