Concepedia

Nelson Nauata

NN

Statistics

Publications

6

Citations

275

H-Index

6

Active since

2019

Affiliations

Simon Fraser University(Current)

Autodesk (United States)

Nelson Nauata is an author at Simon Fraser University specializing in architecture, generative architecture, and iterative learning.

Publications per year

2019–2021

6

Publications

6

House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects

Nelson Nauata, Sepidehsadat Hosseini, Kai-Hung Chang et al. · 2021 · 130 citations

Architecture, Architectural Design, Design Automation +14

Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction

Fuyang Zhang, Nelson Nauata, Yasutaka Furukawa · 2020 · 68 citations

Computing, Building Science, Building Structures +16

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

Nelson Nauata, Kai-Hung Chang, Chin-Yi Cheng et al. · arXiv (Cornell University) · 2020 · 29 citations · Full text

Architecture, Architectural Representation, Computational Art +10

House-GAN++: Generative Adversarial Layout Refinement Networks

Nelson Nauata, Sepidehsadat Hosseini, Kai-Hung Chang et al. · arXiv (Cornell University) · 2021 · 20 citations · Full text

Architecture, Computational Design, Design Automation +12

Structured Label Inference for Visual Understanding

Nelson Nauata, Hexiang Hu, Guang-Tong Zhou et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 17 citations

Computing, Computer Science, Computer Vision +16

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