Aleksandra Ćiprijanović

DeepMerge: Classifying high-redshift merging galaxies with deep neural networks

Aleksandra Ćiprijanović, Gregory F. Snyder, B. Nord et al. · Astronomy and Computing · 2020 · 56 citations · Full text

Natural Sciences, Astronomy, Physics +10

DeepMerge – II. Building robust deep learning algorithms for merging galaxy identification across domains

Aleksandra Ćiprijanović, Diana Kafkes, Kathryn Downey et al. · Monthly Notices of the Royal Astronomical Society · 2021 · 46 citations · Full text

Computing, Astronomy, Computer Science +14

DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images

Dimitrios Tanoglidis, Aleksandra Ćiprijanović, A. Drlica-Wagner et al. · Astronomy and Computing · 2022 · 22 citations · Full text

Computing, Astronomy, Computer Vision +3

DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification

Aleksandra Ćiprijanović, Diana Kafkes, Gregory F. Snyder et al. · Machine Learning Science and Technology · 2022 · 20 citations · Full text

Natural Sciences, Astronomy, Computer Science +15

DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection

Aleksandra Ćiprijanović, Ashia Lewis, K. Pedro et al. · Machine Learning Science and Technology · 2023 · 17 citations · Full text

Natural Sciences, Astronomy, Computer Science +17