DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification.
Mach. Learn. Sci. Technol., 2022
DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images.
Astron. Comput., 2022
BOOSTR: A Dataset for Accelerator Control Systems.
Data, 2021
Robustness of deep learning algorithms in astronomy - galaxy morphology studies.
CoRR, 2021
DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains.
CoRR, 2021
Domain adaptation techniques for improved cross-domain study of galaxy mergers.
CoRR, 2020