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Structured Outdoor Architecture Reconstruction by Exploration and Classification


Aug 18, 2021
Fuyang Zhang, Xiang Xu, Nelson Nauata, Yasutaka Furukawa

* 2021 International Conference on Computer Vision (ICCV 2021) 

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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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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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Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Classification


Dec 12, 2019
Nelson Nauata, Yasutaka Furukawa


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


Dec 04, 2019
Fuyang Zhang, Nelson Nauata, Yasutaka Furukawa


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Structured Label Inference for Visual Understanding


Feb 18, 2018
Nelson Nauata, Hexiang Hu, Guang-Tong Zhou, Zhiwei Deng, Zicheng Liao, Greg Mori


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Hierarchical Label Inference for Video Classification


Jan 21, 2018
Nelson Nauata, Jonathan Smith, Greg Mori


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Learning Genomic Representations to Predict Clinical Outcomes in Cancer


Sep 27, 2016
Safoora Yousefi, Congzheng Song, Nelson Nauata, Lee Cooper

* ICLR 2016 Workshop Track- May 2nd 2016 International Conference on Learning Representations 

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