AI RESEARCH
VoxScene: Anchor-Conditioned Voxel Diffusion for Indoor Scene Arrangement
arXiv CS.CV
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ArXi:2605.17102v1 Announce Type: cross We present VoxScene, a novel anchor-conditioned voxel diffusion framework tailored for 3D scene synthesis. Current data-driven layout generation techniques typically rely on bounding proxies or implicit representations, which overlook volumetric structures. This geometric blindness inevitably leads to severe physical collisions and structural entanglement, particularly in densely populated environments. To overcome these limitations, we shift the paradigm to an explicit, object-centric voxel representation.