Nelson Nauata

Simon Fraser University — Canada

Computer Science · Physical Sciences

8h-index561citations15works0.02yr avg
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Research Topics

Advanced Vision and Imaging(6), Remote Sensing and LiDAR Applications(6), Visual Attention and Saliency Detection(4), Generative Adversarial Networks and Image Synthesis(3), Human Pose and Action Recognition(3)

Publications15 total

Structured Outdoor Architecture Reconstruction by Exploration and Classification
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 11 cited
Structured Outdoor Architecture Reconstruction by Exploration and Classification
arXiv (Cornell University)·2021Open Access
House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects
2021· 121 cited
House-GAN++: Generative Adversarial Layout Refinement Networks
arXiv (Cornell University)·2021· 19 citedOpen Access
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction
2020· 66 cited
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
arXiv (Cornell University)·2020· 29 citedOpen Access
Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference
Lecture notes in computer science·2020· 33 cited
House-GAN: Relational Generative Adversarial Networks for Graph-Constrained House Layout Generation
Lecture notes in computer science·2020· 237 cited
Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference
arXiv (Cornell University)·2019· 5 citedOpen Access
Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Classification.
arXiv (Cornell University)·2019· 3 citedOpen Access
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction
arXiv (Cornell University)·2019· 5 citedOpen Access
Structured Label Inference for Visual Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence·2019· 17 cited
Structured Label Inference for Visual Understanding
arXiv (Cornell University)·2018· 6 citedOpen Access
Hierarchical Label Inference for Video Classification
arXiv (Cornell University)·2017· 2 citedOpen Access
Learning Genomic Representations to Predict Clinical Outcomes in Cancer
arXiv (Cornell University)·2016· 7 citedOpen Access

Frequent Co-authors

Yasutaka Furukawa(11), Greg Mori(5), Kai-Hung Chang(4), Chin-Yi Cheng(4), Fuyang Zhang(4), Sepidehsadat Hosseini(2), Hang Chu(2), Hexiang Hu(2), Guang-Tong Zhou(2), Zhiwei Deng(2), Zicheng Liao(2), Xiang Xu(2), Safoora Yousefi(1), Congzheng Song(1), Lee Cooper(1), Jonathan Smith(1)