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11/30/2021
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images
Most state-of-the-art instance segmentation methods produce binary segme...
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03/24/2020
Re-Training StyleGAN – A First Step Towards Building Large, Scalable Synthetic Facial Datasets
StyleGAN is a state-of-art generative adversarial network architecture t...
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04/08/2019
Deep Learning Based Computed Tomography Whys and Wherefores
This is an article about the Computed Tomography (CT) and how Deep Learn...
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03/01/2019
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets
A data augmentation methodology is presented and applied to generate a l...
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06/19/2018
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios
Conditional generators learn the data distribution for each class in a m...
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05/28/2018
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN)
Being able to generate constrained samples is one of the most appealing ...
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05/01/2018
Versatile Auxiliary Classifier + Generative Adversarial Network (VAC+GAN); Training Conditional Generators
One of the most interesting challenges in Artificial Intelligence is to ...
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12/07/2017
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios
With the increasing imaging and processing capabilities of today's mobil...
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03/24/2017