Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint
Junwei Zhou, Xueting Li, Lu Qi, Ming-Hsuan Yang
2025Year
7Top-tier citations
Abstract
Text prompt 3D instances (multi-view) 3D layout & compositional 3D '[A pigeon] having [a bagel] and [a beer]' 'A blue origami pigeon' 'A beer on fire' 'A bagel made out of grass' Custom text prompts LLM generated / User given 2D layout Figure 1: Layout-Your-3D generates high-quality compositional 3D scenes with given 2D layouts (top). Layout-Your-3D further enables editing each instance in the 3D scene with custom text prompts, achieving controllable and precise 3D generation (bottom).
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Cited by top-tier papers7
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- Pano3DComposer: Feed-Forward Compositional 3D Scene Generation from Single Panoramic ImageZidian Qiu, Ancong WuCVPR 2026 · 1 citation
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- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh et al.ICML 2021 · 47,906 citations
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- Adding Conditional Control to Text-to-Image Diffusion ModelsLvmin Zhang, Anyi Rao, Maneesh AgrawalaICCV 2023 · 6,759 citations
- Zero-1-to-3: Zero-shot One Image to 3D ObjectRuoshi Liu, Rundi Wu, Basile Van Hoorick, Pavel Tokmakov et al.ICCV 2023 · 1,662 citations
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