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Nelson Nauata
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House-GAN: Relational Generative Adversarial Networks for Graph-Constrained House Layout Generation
N Nauata, KH Chang, CY Cheng, G Mori, Y Furukawa
Proceedings of the European Conference on Computer Vision (ECCV), 162-177, 2020
602020
Conv-mpn: Convolutional message passing neural network for structured outdoor architecture reconstruction
F Zhang, N Nauata, Y Furukawa
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
222020
Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference
N Nauata, Y Furukawa
Proceedings of the European Conference on Computer Vision (ECCV), 711-726, 2020
122020
Structured label inference for visual understanding
N Nauata, H Hu, GT Zhou, Z Deng, Z Liao, G Mori
IEEE transactions on pattern analysis and machine intelligence 42 (5), 1257-1271, 2019
122019
Learning genomic representations to predict clinical outcomes in cancer
S Yousefi, C Song, N Nauata, L Cooper
ICLR 2016 - Workshop Track. International Conference on Learning Representations, 2016
112016
House-gan++: Generative adversarial layout refinement network towards intelligent computational agent for professional architects
N Nauata, S Hosseini, KH Chang, H Chu, CY Cheng, Y Furukawa
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
72021
House-gan++: Generative adversarial layout refinement networks
N Nauata, S Hosseini, KH Chang, H Chu, CY Cheng, Y Furukawa
arXiv preprint arXiv:2103.02574, 2021
42021
Structured outdoor architecture reconstruction by exploration and classification
F Zhang, X Xu, N Nauata, Y Furukawa
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
32021
Hierarchical label inference for video classification
N Nauata, J Smith, G Mori
CVPR'17 Workshop on YouTube-8M Large-Scale Video Understanding, 2017
32017
Investigating business needs fluctuations on IT delivery operations
V Cavalcante, S Bianchi, A Braz, F Amorin, N Nauata
2014 Annual SRII Global Conference, 19-26, 2014
32014
Using Visual Analytics to Diagnose Productivity and Quality Issues on IT Service Pools
V Cavalcante, H Candello, C Pinhanez, A Braz, F Amorin, N Nauata
Maximizing Management Performance and Quality with Service Analytics, 207-232, 2015
2015
Simon Fraser University, BC, Canada
F Zhang, X Xu, N Nauata, Y Furukawa
Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Classification Download PDF
N Nauata, Y Furukawa
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction Open Website
F Zhang, N Nauata, Y Furukawa
Structured Label Inference for Visual Understanding Download PDF
N Nauata, H Hu, GT Zhou, Z Deng, Z Liao, G Mori
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