FreeScene parses free-form text and image prompts into scene graphs via a VLM-based Graph Designer, then generates 3D indoor layouts with a mixed graph diffusion transformer, reporting improved quality and controllability over prior baselines.
Graph-to-3d: End-to-end generation and ma- nipulation of 3d scenes using scene graphs
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FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts
FreeScene parses free-form text and image prompts into scene graphs via a VLM-based Graph Designer, then generates 3D indoor layouts with a mixed graph diffusion transformer, reporting improved quality and controllability over prior baselines.