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ControlNet-based diffusion models for automatic urban design generation, conditioned on site constraints and text descriptions.
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**Paper**: *Human-guided urban form generation using multimodal diffusion models*, Building and Environment, 2026
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[Full paper](https://doi.org/10.1016/j.buildenv.2025.113892)
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[Arxiv](https://arxiv.org/abs/2505.24260)
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**Code & documentation**: [GitHub](https://github.com/Hemy17/Stepwise_GenerativeUrbanDesign)
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## Models
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ControlNet-based diffusion models for automatic urban design generation, conditioned on site constraints and text descriptions.
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**Paper**: *Human-guided urban form generation using multimodal diffusion models*, Building and Environment, 2026
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[Full paper](https://doi.org/10.1016/j.buildenv.2025.113892)
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[Arxiv](https://arxiv.org/abs/2505.24260)
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**Code & documentation**: [GitHub](https://github.com/Hemy17/Stepwise_GenerativeUrbanDesign)
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## Models
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