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Yan-Pei Cao

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Preprint Sep 2026

Mira-Scene: Pixel-Aligned Layouts for Generative 3D Scene Reconstruction

Single-image 3D object generation can now produce high-fidelity assets, yet accurately placing them into a coherent scene layout remains an open challenge. A central difficulty lies in how object layout is represented. Holistic methods absorb placement into a scene-level generation process, sacrificing object-level det...

Yang-Tian Sun, Tian-Jia Liu, Zehuan Huang et al. · 0 citations

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