AutoLayout combines slow reasoning with fast evolutionary placement and a self-correcting loop of LLM-generated relation checks to produce physically plausible, semantically matched tabletop layouts.
Towards long-horizon vision-language navigation: Platform, benchmark and method
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AutoLayout: Closed-Loop Layout Synthesis via Slow-Fast Collaborative Reasoning
AutoLayout combines slow reasoning with fast evolutionary placement and a self-correcting loop of LLM-generated relation checks to produce physically plausible, semantically matched tabletop layouts.