Concepedia
Statistics
Publications
4
Citations
119
H-Index
Active since
2020
Affiliations
Fermi National Accelerator Laboratory(Current)
University of Chicago
Argonne National Laboratory
Space Telescope Science Institute
Diana Kafkes is an author at Fermi National Accelerator Laboratory specializing in machine vision, deep learning, and computer vision.
Top concepts
EngineeringDeep LearningImage AnalysisMachine VisionRemote SensingComputer VisionObject DetectionPattern RecognitionScene Understanding
Publications per year
2020–2022
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
Real-time Artificial Intelligence for Accelerator Control: A Study at\n the Fermilab Booster
Jason St. John, Diana Kafkes, Jovan Mitrevski et al. · arXiv (Cornell University) · 2020 · 38 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
Deblurring, Image Analysis, Machine Vision +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
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