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10/24/2022
Exploring Self-Attention for Crop-type Classification Explainability
Automated crop-type classification using Sentinel-2 satellite time serie...
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07/30/2021
Controlling Weather Field Synthesis Using Variational Autoencoders
One of the consequences of climate change is anobserved increase in the ...
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06/01/2021
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data
This work proposes a multi-task fully convolutional architecture for tre...
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06/01/2021
Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks
Lesion synthesis received much attention with the rise of efficient gene...
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10/28/2020
Ground Roll Suppression using Convolutional Neural Networks
Seismic data processing plays a major role in seismic exploration as it ...
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08/11/2020
Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams
The success of supervised lesion segmentation algorithms using Computed ...
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07/24/2018
An argument in favor of strong scaling for deep neural networks with small datasets
In recent years, with the popularization of deep learning frameworks and...
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06/08/2017
