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Chin-Yi Cheng

Autodesk Research

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation


Oct 06, 2021
Aditya Sanghi, Hang Chu, Joseph G. Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero


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Structural Design Recommendations in the Early Design Phase using Machine Learning


Jul 19, 2021
Spyridon Ampanavos, Mehdi Nourbakhsh, Chin-Yi Cheng

* CAAD Futures 2021 

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Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation


Apr 27, 2021
Kai-Hung Chang, Chin-Yi Cheng, Jieliang Luo, Shingo Murata, Mehdi Nourbakhsh, Yoshito Tsuji


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House-GAN++: Generative Adversarial Layout Refinement Networks


Mar 03, 2021
Nelson Nauata, Sepidehsadat Hosseini, Kai-Hung Chang, Hang Chu, Chin-Yi Cheng, Yasutaka Furukawa


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Learning to simulate and design for structural engineering


Mar 20, 2020
Kai-Hung Chang, Chin-Yi Cheng

* 10 pages, 8 figures, submitted to ICML 

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House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation


Mar 16, 2020
Nelson Nauata, Kai-Hung Chang, Chin-Yi Cheng, Greg Mori, Yasutaka Furukawa


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Unsupervised Image to Sequence Translation with Canvas-Drawer Networks


Sep 26, 2018
Kevin Frans, Chin-Yi Cheng


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