AINeutralarXiv – CS AI · 18h ago6/10
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SceneConductor: 3D Scene Generation from Single Image with Multi-Agent Orchestration
Researchers introduce SceneConductor, a multi-agent AI framework that generates complete 3D scenes from single images by decomposing the task into structured stages: scene initialization, environment construction, and multi-agent refinement. The approach reduces reliance on extensive scene-level supervision while achieving superior geometric accuracy and spatial consistency compared to existing methods.