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Panes, B.; Eckner, C.; Hendriks, L.; Caron, S.; Dijkstra, K.; Johannesson, G.; Ruiz de Austri, R.; Zaharijas, G. Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge 2021 Astronomy & Astrophysics 656 A62 - 18pp details   doi
Stoppa, F.; Bhattacharyya, S.; Ruiz de Austri, R.; Vreeswijk, P.; Caron, S.; Zaharijas, G.; Bloemen, S.; Principe, G.; Malyshev, D.; Vodeb, V.; Groot, P.J.; Cator, E.; Nelemans, G. AutoSourceID-Classifier Star-galaxy classification using a convolutional neural network with spatial information 2023 Astronomy & Astrophysics 680 A109 - 16pp details   doi
Stoppa, F.; Ruiz de Austri, R.; Vreeswijk, P.; Bhattacharyya, S.; Caron, S.; Bloemen, S.; Zaharijas, G.; Principe, G.; Vodeb, V.; Groot, P.J.; Cator, E.; Nelemans, G. AutoSourceID-FeatureExtractor Optical image analysis using a two-step mean variance estimation network for feature estimation and uncertainty characterisation 2023 Astronomy & Astrophysics 680 A108 - 14pp details   doi
Stoppa, F.; Vreeswijk, P.; Bloemen, S.; Bhattacharyya, S.; Caron, S.; Johannesson, G.; Ruiz de Austri, R.; van den Oetelaar, C.; Zaharijas, G.; Groot, P.J.; Cator, E.; Nelemans, G. AutoSourceID-Light Fast optical source localization via U-Net and Laplacian of Gaussian 2022 Astronomy & Astrophysics 662 A109 - 8pp details   doi
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