| 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 |
