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Sofia University "St. Kliment Ohridski"
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Powerful 2D VLMs can be transformed into geometry-aware 3D programmers capable of complex manipulation and generation tasks, simply by grounding their outputs in a canonical coordinate system and employing adaptive feedback loops.