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Jonathan Cagan

VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation

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Jun 18, 2024
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Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition

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Jun 05, 2023
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Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search

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Nov 28, 2022
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Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces

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Oct 07, 2021
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Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design

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Oct 07, 2021
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Learning to design from humans: Imitating human designers through deep learning

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Aug 02, 2019
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