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K. Downey
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 3
Top Topics
Cross Domain
Document Classification
Learning Algorithm
Artifact Free
Top Venues
CoRR
Astron. Comput.
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Publications
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Dimitrios Tanoglidis
,
Aleksandra Ciprijanovic
,
Alex Drlica-Wagner
,
Brian Nord
,
Michael H. L. S. Wang
,
A. Jacob Amsellem
,
K. Downey
,
S. Jenkins
,
Diana Kafkes
,
Z. Zhang
DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images.
Astron. Comput.
39 (2022)
Aleksandra Ciprijanovic
,
Diana Kafkes
,
K. Downey
,
S. Jenkins
,
Gabriel N. Perdue
,
Sandeep Madireddy
,
T. Johnston
,
Gregory F. Snyder
,
Brian Nord
DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains.
CoRR
(2021)
Aleksandra Ciprijanovic
,
Diana Kafkes
,
S. Jenkins
,
K. Downey
,
Gabriel N. Perdue
,
Sandeep Madireddy
,
T. Johnston
,
Brian Nord
Domain adaptation techniques for improved cross-domain study of galaxy mergers.
CoRR
(2020)