Conditional Generation of Building Bubble Diagrams Based on Stochastic Differential Equations

Conditional Generation of Building Bubble Diagrams Based on Stochastic Differential Equations

This study introduces a novel conditional generative model based on stochastic differential equations (SDEs) for synthesizing architectural bubble diagrams that meet specific customer requirements. The forward SDE progressively injects noise into the data, transforming it into a tractable prior dist...

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Bibliographic Details
Main Authors: Zhiwen Wei, Joonki Lee, Hyeongmo Gu, Seungyeon Choo, Jaeil Kim
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Graph generation
conditional generation
graph neural network
Online Access:https://ieeexplore.ieee.org/document/11007621/
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https://ieeexplore.ieee.org/document/11007621/

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