Nelson Nauata
5 papers · 2020–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
ECCV (2)
ICCV (1)
Top co-authors
Keywords
building reconstruction
(2)
3d reconstruction
(2)
graph neural network
(2)
aerial image
(1)
message passing neural network
(1)
layout generation
(1)
planar graph
(1)
feature volume
(1)
floorplan generation
(1)
layout refinement
(1)
exploration classification
(1)
graph-constrained relational gan
(1)
architectural reconstruction
(1)
architecture reconstruction
(1)
image classification
(1)
convolutional message passing
(1)
iterative refinement
(1)
generative adversarial network
(1)
Papers
House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects
CVPR 2021
Structured Outdoor Architecture Reconstruction by Exploration and Classification
ICCV 2021
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction
CVPR 2020
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
ECCV 2020
Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference
ECCV 2020