Aishwarya H. Balwani

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Transmission Electron Microscopy

Generative Model

Chest Radiographs

Top Venues

Publications

Aishwarya H. Balwani, Jakob Krzyston
Zeroth-Order Topological Insights into Iterative Magnitude Pruning. CoRR (2022)
Aishwarya H. Balwani, Jakob Krzyston
Zeroth-Order Topological Insights into Iterative Magnitude Pruning. TAG-ML (2022)
Chandramouli N. Amarnath, Aishwarya H. Balwani, Kwondo Ma, Abhijit Chatterjee
TESDA: Transform Enabled Statistical Detection of Attacks in Deep Neural Networks. CoRR (2021)
Aishwarya H. Balwani, Joseph D. Miano, Ran Liu, Lindsey Kitchell, Judy A. Prasad, Erik C. Johnson, William R. Gray Roncal, Eva L. Dyer
Multi-Scale Modeling of Neural Structure in X-Ray Imagery. ICIP (2021)
Ran Liu, Cem Subakan, Aishwarya H. Balwani, Jennifer D. Whitesell, Julie Harris, Sanmi Koyejo, Eva L. Dyer
A Generative Modeling Approach for Interpreting Population-Level Variability in Brain Structure. MICCAI (5) (2020)
Aishwarya H. Balwani, Eva L. Dyer
Modeling Variability in Brain Architecture with Deep Feature Learning. ACSSC (2019)