Concepedia

Aleksandra Ćiprijanović

AĆ

Statistics

Publications

8

Citations

192

H-Index

8

Active since

2020

Affiliations

Fermi National Accelerator Laboratory(Current)

University of Chicago

Argonne National Laboratory

Space Telescope Science Institute

Massachusetts Institute of Technology

Aleksandra Ćiprijanović is an author at Fermi National Accelerator Laboratory specializing in engineering, cosmology, and knowledge discovery.

ORCID

Top concepts

Publications per year

2020–2023

8

Publications

8

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

Aleksandra Ćiprijanović, Gregory F. Snyder, B. Nord et al. · Astronomy and Computing · 2020 · 54 citations · Full text

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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 · 43 citations · Full text

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 · 19 citations · Full text

, , +12

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 · 19 citations · Full text

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 · 16 citations · Full text

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