#3d-content-creation News & Analysis

2 articles tagged with #3d-content-creation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 96/10

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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.

AINeutralarXiv – CS AI · May 126/10

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MeshFIM: Local Low-Poly Mesh Editing via Fill-in-the-Middle Autoregressive Generation

MeshFIM introduces a Fill-in-the-Middle autoregressive framework that enables local editing of low-poly meshes without regenerating entire structures. The technology allows targeted mesh region refinement while preserving surrounding geometry, addressing a critical limitation in current mesh generation workflows through specialized techniques including boundary enforcement, topological preservation, and a gated geometry encoder.