89 citations
- Autodesk (Canada)CA5 papers
- University of TorontoCA4 papers
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- City University of New YorkUS2 papers
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- Moscow Institute of Thermal TechnologyRU2 papers
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cs.NE2024★ 11 cited
Generative Design through Quality-Diversity Data Synthesis and Language Models
Adam Gaier, James Stoddart, Lorenzo Villaggi +1
Two fundamental challenges face generative models in engineering applications: the acquisition of high-performing, diverse datasets, and the adherence to precise constraints in gen…
cs.NE2023★ 63 cited
Language Model Crossover: Variation through Few-Shot Prompting
Elliot Meyerson, Mark J. Nelson, Herbie Bradley +4
This paper pursues the insight that language models naturally enable an intelligent variation operator similar in spirit to evolutionary crossover. In particular, language models o…