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New framework builds complex 3D worlds from single images using recursive code

By PulseAugur Editorial · [2 sources] ·

Researchers have introduced Recursive Code World Models (RCWM), a novel framework for generating complex 3D worlds from single images. RCWM utilizes a Recursive Scene Program (RSP) representation and a self-calling construction solver to recursively reconstruct scenes. This global-local-global approach allows for fine-scale structures to have their own refinement loops while maintaining scene-wide geometry, outperforming previous code-based image-to-scene reconstruction methods. AI

IMPACT This research could advance generative AI capabilities in 3D content creation and scene understanding.

RANK_REASON The cluster describes a new research paper detailing a novel framework for 3D world reconstruction.

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New framework builds complex 3D worlds from single images using recursive code

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The cluster describes a new research paper detailing a novel framework for 3D world reconstruction.
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COVERAGE [2]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs

    RCWM recursively builds complex 3D worlds as executable code from a single image by alternating global and local reconstruction with shared camera alignment.

  2. arXiv cs.CV TIER_1 English(EN) · Zhiqi Li, Yuxuan Liao, Bo Zhu ·

    Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs

    arXiv:2609.11499v1 Announce Type: new Abstract: Code world models represent worlds as executable programs, but this representation alone does not determine how to construct a complex world. We introduce Recursive Code World Models (RCWM), a framework for reconstructing complex 3D…

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