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Urban design is a multifaceted process that demands careful consideration of site-specific constraints and collaboration among diverse professionals and stakeholders.
The Image of the City
Lynch, K. (1964) · 1964
Earlier work this paper cites.
Autoencoder Image Interpolation by Shaping the Latent Space
Oring, A., Yakhini, Z., and Hel-Or, Y. (2020) · 2008
Earlier work this paper cites.
The New Science of Cities
Batty, M. (2013) · 2013
Earlier work this paper cites.
Digital Drawing for Landscape Architecture: Contemporary Techniques and Tools for Digital Representation in Site Design
Cantrell, B., and Michaels, W. (2014) · 2014
Earlier work this paper cites.
Learning Structured Output Representation using Deep Conditional Generative Models
Sohn, K., Lee, H., and Yan, X. (2015) · 2015
Earlier work this paper cites.
City planning and population health: a global challenge
Giles-Corti, B., Vernez-Moudon, A., Reis, R., Turrell, G., Dannenberg, A. L., Badland, H., Foster, S., Lowe, M., Sallis, J. F., Stevenson, M., and Owen, N. (2016) · 2016
Earlier work this paper cites.
Urban Morphology
Oliveira, V. (2016) · 2016
Earlier work this paper cites.
Bridging the Gap Between Theory and Practice in the Urban Design Process: Towards Multidisciplinary Success Considerations
Asaad, M., Khalifa, M., and Abd Elrahman, A. S. (2020) · 2017
Earlier work this paper cites.
Generative Adversarial Networks: An Overview
Creswell, A., White, T., Dumoulin, V., Arulkumaran, K., Sengupta, B., and Bharath, A. A. (2018) · 2017
Earlier work this paper cites.
StreetGAN: towards road network synthesis with generative adversarial networks
Hartmann, S., Weinmann, M., Wessel, R., and Klein, R. (2017) · 2017
Earlier work this paper cites.
Modeling Urbanization Patterns with Generative Adversarial Networks
Albert, A., Strano, E., Kaur, J., and González, M. (2018) · 2018
Earlier work this paper cites.
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer
Berthelot, D., Raffel, C., Roy, A., and Goodfellow, I. (2018) · 2018
Earlier work this paper cites.
Transferring multiscale map styles using generative adversarial networks
Kang, Y., Gao, S., and Roth, R. E. (2019) · 2019
Earlier work this paper cites.
The 15-minute walkable neighborhoods: Measurement, social inequalities and implications for building healthy communities in urban China
Weng, M., Ding, N., Li, J., Jin, X., Xiao, H., He, Z., and Su, S. (2019) · 2019
Earlier work this paper cites.
Denoising Diffusion Probabilistic Models
Ho, J., Jain, A., and Abbeel, P. (2020) · 2020
Earlier work this paper cites.
A deep image of the city: Generative urban-design visualization
Noyman, A., and Larson, K. (2020) · 2020
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Machine Learning Assisted Urban Filling
Shen, J., Liu, C., Ren, Y., and Zheng, H. (2020) · 2020
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Public Places Urban Spaces: The Dimensions of Urban Design
Carmona, M. (2021) · 2021
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Diffusion Models Beat GANs on Image Synthesis
Dhariwal, P., and Nichol, A. (2021) · 2021
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Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions
Saxena, D., and Cao, J. (2021) · 2021
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Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning
Wang, D., Liu, K., Johnson, P., Sun, L., Du, B., and Fu, Y. (2021) · 2021
Cited alongside, same era.
High-Resolution Image Synthesis With Latent Diffusion Models
Rombach, R., Blattmann, A., Lorenz, D., Esser, P., and Ommer, B. (2022) · 2022
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Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
Saharia, C., Chan, W., Saxena, S., Li, L., Whang, J., Denton, E. L., Ghasemipour, K., Gontijo Lopes, R., Karagol Ayan, B., Salimans, T., Ho, J., Fleet, D. J., and Norouzi, M. (2022b) · 2022
Later among the works it cites.
GANmapper: geographical data translation
Wu, A., and Biljecki, F. (2022) · 2022
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MasterplanGAN: Facilitating the smart rendering of urban master plans via generative adversarial networks
Ye, X., Du, J., and Ye, Y. (2022) · 2022
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Generative urban design: A systematic review on problem formulation, design generation, and decision-making
Jiang, F., Ma, J., Webster, C., Chiaradia, A., Zhou, Y., Zhao, Z., and Zhang, X. (2024a) · 2023
Later among the works it cites.
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Master Planned Communities for Healthy Living: A Systematic Literature Review
Alidoust, S., and Huang, W. (2022) · 2022
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Generative adversarial networks for ensemble projections of future urban morphology
Allen-Dumas, M. R., Wheelis, A. R., Sweet-Breu, L. T., Anantharaj, J., and Kurte, K. R. (2022) · 2022
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Auto-Encoding Variational Bayes
Kingma, D. P., and Welling, M. (2022) · 2022
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SRDiff: Single image super-resolution with diffusion probabilistic models
Li, H., Yang, Y., Chang, M., Chen, S., Feng, H., Xu, Z., Li, Q., and Chen, Y. (2022) · 2022
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RePaint: Inpainting Using Denoising Diffusion Probabilistic Models
Lugmayr, A., Danelljan, M., Romero, A., Yu, F., Timofte, R., and Van Gool, L. (2022) · 2022
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Urban-GAN: An artificial intelligence-aided computation system for plural urban design
Quan, S. J. (2022) · 2022
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Building layout generation using site-embedded GAN model
Jiang, F., Ma, J., Webster, C. J., Li, X., and Gan, V. J. (2023) · 2023
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Development of an AI advisor for conceptual land use planning
Park, C., No, W., Choi, J., and Kim, Y. (2023) · 2023
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Adding Conditional Control to Text-to-Image Diffusion Models
Zhang, L., Rao, A., and Agrawala, M. (2023) · 2023
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Enhancing capabilities of generative models through VAE-GAN integration: A review
Cai, D. (2024) · 2024
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Symmetric Equilibrium Learning of VAEs
Flach, B., Schlesinger, D., and Shekhovtsov, A. (2024) · 2024
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Automated site planning using CAIN-GAN model
Jiang, F., Ma, J., Webster, C., Wang, W., and Cheng, J. (2024b) · 2024
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Zhou, F., Li, H., Hu, R., Wu, S., Feng, H., Du, Z., and Xu, L. (2024) · 2024
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Zhuang, D., Wang, Q., Zheng, Y., Guo, X., Wang, S., Koutsopoulos, H. N., and Zhao, J. (2024) · 2024
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Urban chatter: Exploring the potential of chatgpt-like and generative ai in enhancing planning support
Jiang, H., Li, M., Witte, P., Geertman, S., and Pan, H. (2025) · 2025
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