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Aleksandra Ciprijanovic
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2020 – today
- 2024
- [i13]Paxson Swierc, Marcos Tamargo-Arizmendi, Aleksandra Ciprijanovic, Brian Nord:
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis. CoRR abs/2410.16347 (2024) - 2023
- [j6]Aleksandra Ciprijanovic
, Ashia Lewis
DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection. Mach. Learn. Sci. Technol. 4(2): 25013 (2023) - [i12]Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection. CoRR abs/2302.02005 (2023) - [i11]Andrea Roncoli, Aleksandra Ciprijanovic, Maggie Voetberg, Francisco Villaescusa-Navarro, Brian Nord
Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets. CoRR abs/2311.01588 (2023) - 2022
- [j5]Dimitrios Tanoglidis, Aleksandra Ciprijanovic
DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images. Astron. Comput. 39: 100580 (2022) - [j4]Aleksandra Ciprijanovic
DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification. Mach. Learn. Sci. Technol. 3(3): 35007 (2022) - [j3]Gourav Khullar
DIGS: deep inference of galaxy spectra with neural posterior estimation. Mach. Learn. Sci. Technol. 3(4): 4 (2022) - [i10]Cora Dvorkin, Siddharth Mishra-Sharma, Brian Nord
Machine Learning and Cosmology. CoRR abs/2203.08056 (2022) - [i9]Dimitrios Tanoglidis, Aleksandra Ciprijanovic, Alex Drlica-Wagner:
Inferring Structural Parameters of Low-Surface-Brightness-Galaxies with Uncertainty Quantification using Bayesian Neural Networks. CoRR abs/2207.03471 (2022) - [i8]Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection. CoRR abs/2211.00677 (2022) - [i7]Egor Danilov, Aleksandra Ciprijanovic, Brian Nord
Neural Inference of Gaussian Processes for Time Series Data of Quasars. CoRR abs/2211.10305 (2022) - 2021
- [j2]Dimitrios Tanoglidis, Aleksandra Ciprijanovic, Alex Drlica-Wagner:
DeepShadows: Separating low surface brightness galaxies from artifacts using deep learning. Astron. Comput. 35: 100469 (2021) - [i6]Aleksandra Ciprijanovic
DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains. CoRR abs/2103.01373 (2021) - [i5]Aleksandra Ciprijanovic
Robustness of deep learning algorithms in astronomy - galaxy morphology studies. CoRR abs/2111.00961 (2021) - [i4]Aleksandra Ciprijanovic
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification. CoRR abs/2112.14299 (2021) - 2020
- [j1]Aleksandra Ciprijanovic
DeepMerge: Classifying high-redshift merging galaxies with deep neural networks. Astron. Comput. 32: 100390 (2020) - [i3]Aleksandra Ciprijanovic, Gregory F. Snyder, Brian Nord, Joshua E. G. Peek
DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks. CoRR abs/2004.11981 (2020) - [i2]Aleksandra Ciprijanovic
Domain adaptation techniques for improved cross-domain study of galaxy mergers. CoRR abs/2011.03591 (2020) - [i1]Dimitrios Tanoglidis, Aleksandra Ciprijanovic
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning. CoRR abs/2011.12437 (2020)
Coauthor Index
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