36 citations · 37 across the 3 of their papers we have counts for
3 papers
cs.CV2018★ 1 cited
Boosted Training of Convolutional Neural Networks for Multi-Class Segmentation
Lorenz Berger, Eoin Hyde, Matt Gibb +4
Training deep neural networks on large and sparse datasets is still challenging and can require large amounts of computation and memory. In this work, we address the task of perfor…
cs.CV2017
An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation
Lorenz Berger, Eoin Hyde, M. Jorge Cardoso +1
Deep convolutional neural networks (CNNs) have shown excellent performance in object recognition tasks and dense classification problems such as semantic segmentation. However, tra…
cond-mat.other2006★ 36 cited
Determination of complex absorbing potentials from the electron self-energy
Thomas M. Henderson, Giorgos Fagas, Eoin Hyde +1
The electronic conductance of a molecule making contact to electrodes is determined by the coupling of discrete molecular states to the continuum electrode density of states. Inter…