3D Layout

3D layout generation focuses on automatically creating realistic and controllable three-dimensional spatial arrangements of objects, primarily for applications in virtual reality, interior design, and architecture. Current research emphasizes integrating user interaction and control, often leveraging diffusion models, large language models (LLMs), and optimization techniques like integer programming to generate layouts from text descriptions, images, or even virtual reality interactions. These advancements improve the accuracy, efficiency, and customization of 3D layout generation, impacting fields requiring realistic scene creation and manipulation.