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Author

Brandon B. May

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Preprint Sep 2026

Test-Time Spatial Reasoning for Robot Manipulation Using Generative Real-to-Sim

Results show that the Simify framework outperforms prior work on foundation models for spatial reasoning by effectively exploiting large-scale parallel simulation during inference, and also highlight the importance of complete and accurate geometry for successful sim-to-real transfer.

Ivan Kapelyukh, Ya-Fei Hu, Ran Gong et al. · 1 citation

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