159 citations · 162 across the 2 of their papers we have counts for
2 papers
astro-ph.IM2019★ 3 cited
Evolutionary Deep Learning to Identify Galaxies in the Zone of Avoidance
David Jones, Anja Schroeder, Geoff Nitschke
The Zone of Avoidance makes it difficult for astronomers to catalogue galaxies at low latitudes to our galactic plane due to high star densities and extinction. However, having a c…
cs.LG2017★ 159 cited
Improving Deep Learning using Generic Data Augmentation
Luke Taylor, Geoff Nitschke
Deep artificial neural networks require a large corpus of training data in order to effectively learn, where collection of such training data is often expensive and laborious. Data…