SemLayoutDiff uses a categorical diffusion model over top-down semantic maps, conditioned on architectural room masks, to generate coherent 3D indoor layouts across room types.
Lay- outDM: Transformer-based diffusion model for layout gen- eration
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SemLayoutDiff: Semantic Layout Generation with Diffusion Model for Indoor Scene Synthesis
SemLayoutDiff uses a categorical diffusion model over top-down semantic maps, conditioned on architectural room masks, to generate coherent 3D indoor layouts across room types.