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Towards Efficient Machine-Learning-based Reduction of the Cosmic-Ray Induced Background in X-ray Imaging Detectors: Increasing Context Awareness

Artem Poliszczuk,Dan Wilkins,Steven W. Allen,Eric D. Miller,Tanmoy Chattopadhyay,Benjamin Schneider, Julien Eric Darve,Marshall Bautz,Abe Falcone,Richard Foster,Catherine E. Grant,Sven Herrmann,Ralph Kraft,R. Glenn Morris,Paul Nulsen,Peter Orel,Gerrit Schellenberger, Haley R. Stueber

SPACE TELESCOPES AND INSTRUMENTATION 2024 ULTRAVIOLET TO GAMMA RAY, PT 1（2024）

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Key words
X-ray astronomy,X-ray detector,cosmic ray background,CCD,machine learning,deep learning,object localization,weak learning
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