DECORAS: detection and characterization of radio-astronomical sources using deep learning

Optimising Automatic Morphological Classification of Galaxies with Machine Learning and Deep Learning using Dark Energy Survey Imaging

(2020) Ting-Yun Cheng et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Classification of blazar candidates of uncertain type from the Fermi LAT 8-yr source catalogue with an artificial neural network

(2020) M Kovačević et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Scalable end-to-end recurrent neural network for variable star classification

(2020) I Becker et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Concat Convolutional Neural Network for pulsar candidate selection

(2020) Qingguo Zeng et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Attention-gating for improved radio galaxy classification

(2020) Micah Bowles et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

DeepSource: Point Source Detection using Deep Learning

(2019) A Vafaei Sadr et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Identifying galaxy mergers in observations and simulations with deep learning

(2019) W. J. Pearson et al.   ASTRONOMY & ASTROPHYSICS

Radio source extraction with ProFound

(2019) C L Hale et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Anomaly Detection in the Open Supernova Catalog

(2019) M V Pruzhinskaya et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Effective image differencing with convolutional neural networks for real-time transient hunting

(2018) Nima Sedaghat et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Source Finding in the Era of the SKA (Precursors): Aegean 2.0

(2018) Paul J. Hancock et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF AUSTRALIA

Fast automated analysis of strong gravitational lenses with convolutional neural networks

(2017) Yashar D. Hezaveh et al.   NATURE

mJIVE-20: A SURVEY FOR COMPACT mJy RADIO OBJECTS WITH THE VERY LONG BASELINE ARRAY

(2013) A. T. Deller et al.   ASTRONOMICAL JOURNAL

blobcat: software to catalogue flood-filled blobs in radio images of total intensity and linear polarization

(2012) C. A. Hales et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY