Aleksandra Ćiprijanović

1. DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks
   2020/04/24 by Aleksandra Ćiprijanović, Gregory F. Snyder, Ćiprijanović, A. +5 · 3 citations
   Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
2. Estimating Cosmological Constraints from Galaxy Cluster Abundance using Simulation-Based Inference
   2022/07/30 by Moonzarin Reza, Yuanyuan Zhang, Reza, Moonzarin +9 · 2 citations
   Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Spatial and Panel Data Analysis #Statistical Methods and Inference #demographic modeling and climate adaptation
3. The LSST AGN Data Challenge: Selection methods
   2023/07/09 by Đorđe Savić, Savić, Đorđe V., Isidora Jankov +27 · 3 citations
   Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Gamma-ray bursts and supernovae
4. Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets
   2023/11/02 by Andrea Roncoli, Aleksandra Ćiprijanović, Roncoli, Andrea +7 · 2 citations
   Computer Science · Engineering · #Machine Learning in Healthcare #Computational Physics and Python Applications #Traffic Prediction and Management Techniques
5. Domain adaptation techniques for improved cross-domain study of galaxy mergers
   2020/11/06 by Aleksandra Ćiprijanović, Ćiprijanović, A., Diana Kafkes +13 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
6. DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification
   2021/12/28 by Aleksandra Ćiprijanović, Ćiprijanović, Aleksandra, Diana Kafkes +15 · 1 citation
   Mathematics · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)