Ashia Lewis

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Domain Adaptation

Anomaly Detection

Computed Tomography

Top Venues

Mach. Learn. Sci. Technol.

Publications

Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy, Brian Nord, Gabriel N. Perdue, Stefan M. Wild
DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection. Mach. Learn. Sci. Technol. 4 (2) (2023)
Elena Sizikova, Xu Cao, Ashia Lewis, Kenny Moise, Megan Coffee
Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction. CoRR (2022)
Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy, Brian Nord, Gabriel N. Perdue, Stefan M. Wild
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection. CoRR (2022)
Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images. CoRR (2021)
Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images. ICCVW (2021)