activity
20192026
most citedFuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

17 citations · 18 across the 7 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CV2020

2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification

Albert Mosella-Montoro, Javier Ruiz-Hidalgo

Multi-modal fusion has been proved to help enhance the performance of scene classification tasks. This paper presents a 2D-3D Fusion stage that combines 3D Geometric Features with…

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…