most citedFuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

17 citations · 17 across the 1 of their papers we have counts for

collaborators

2 papers

eess.IV2020

COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images

S. Tabik, A. Gómez-Ríos, J. L. Martín-Rodríguez +10

Currently, Coronavirus disease (COVID-19), one of the most infectious diseases in the 21st century, is diagnosed using RT-PCR testing, CT scans and/or Chest X-Ray (CXR) images. CT…

cs.CV2020★ 17 cited

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

Manuel Rey-Area, Emilio Guirado, Siham Tabik +1

It is widely known that very small datasets produce overfitting in Deep Neural Networks (DNNs), i.e., the network becomes highly biased to the data it has been trained on. This iss…