Aleksandra Ćiprijanović - Publications, H-index & Citations

Aleksandra Ćiprijanović

united states department of energy (doe)

8H指数

69论文数

239被引数

收录论文 9

发表时间

SIDDA: SInkhorn Dynamic Domain Adaptation for image classification with equivariant neural networks SIDDA：基于等变神经网络的图像分类SInkhorn动态领域自适应

machine learning science and technology

IF0

2025-08-14

PREAI

Sneh Pandya; Purvik Patel; Brian D Nord; Mike Walmsley; Aleksandra Ćiprijanović

Deep inference of simulated strong lenses in ground-based surveys 地面观测中模拟强透镜的深度推断

JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS

IF5.9

2025-05-21

OAAI

Poh, Jason; Samudre, Ashwin; Ciprijanovic, Aleksandra; Frieman, Joshua; Khullar, Gourav; Nord, Brian D.

The LSST AGN Data Challenge: Selection Methods

ASTROPHYSICAL JOURNAL

IF5.4

2023-08-11

OAAI

Savic, Dorde V.; Jankov, Isidora; Yu, Weixiang; Petrecca, Vincenzo; Temple, Matthew J.; Ni, Qingling; Shirley, Raphael; Kovacevic, Andjelka B. B.; Nikolic, Mladen; Ilic, Dragana; Popovic, Luka C.; Paolillo, Maurizio; Panda, Swayamtrupta; Ciprijanovic, Aleksandra; Richards, Gordon T.

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

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2023-04-25

OAAI

Ciprijanovic, A.; Lewis, A.; Pedro, K.; Madireddy, S.; Nord, B.; Perdue, G. N.; Wild, S. M.

DIGS: deep inference of galaxy spectra with neural posterior estimation

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-12-28

OAAI

Khullar, Gourav; Nord, Brian; Ciprijanovic, Aleksandra; Poh, Jason; Xu, Fei

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

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-07-21

OAAI

Ciprijanovic, Aleksandra; Kafkes, Diana; Snyder, Gregory; Sanchez, F. Javier; Perdue, Gabriel Nathan; Pedro, Kevin; Nord, Brian; Madireddy, Sandeep; Wild, Stefan M.

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

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2021-06-11

OAAI

Ciprijanovic, A.; Kafkes, D.; Downey, K.; Jenkins, S.; Perdue, G. N.; Madireddy, S.; Johnston, T.; Snyder, G. F.; Nord, B.

Contribution of Galaxies and Galaxy Clusters to the Diffuse Gamma-ray Background

PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

IF7.7

2017-02-24