Julia V. Bukowski

Publication Activity (10 Years)

Years Active: 1982-2023
Publications (10 Years): 6

Top Topics

Conditional Mutual Information

Embedding Space

Top Venues

Medical Imaging: Image Processing

Publications

Molly O'Brien, Brett Wolfinger, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager
Mapping DNN Embedding Manifolds for Network Generalization Prediction. WACV (2023)
Molly O'Brien, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager
Mapping DNN Embedding Manifolds for Network Generalization Prediction. CoRR (2022)
Molly O'Brien, Mike Medoff, Julia V. Bukowski, Greg Hager
Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains. WACV (2022)
Molly O'Brien, Julia V. Bukowski, Greg Hager, Aria Pezeshk, Mathias Unberath
Evaluating neural network robustness for melanoma classification using mutual information. Medical Imaging: Image Processing (2022)
Molly O'Brien, Mike Medoff, Julia V. Bukowski, Greg Hager
Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains. CoRR (2021)
Molly O'Brien, William M. Goble, Greg Hager, Julia V. Bukowski
Dependable Neural Networks for Safety Critical Tasks. CoRR (2019)
Julia V. Bukowski, William M. Goble
Defining mean time-to-failure in a particular failure-state for multi-failure-state systems. IEEE Trans. Reliab. 50 (2) (2001)
Julia V. Bukowski
Modeling and analyzing the effects of periodic inspection on the performance of safety-critical systems. IEEE Trans. Reliab. 50 (3) (2001)
William M. Goble, Julia V. Bukowski, Aarnout C. Brombacher
Systematic Development of Markov Models for the 1oo2D Programmable Electronic System Architecture - Analysis of Safety and Availability. SAFECOMP (1996)
Julia V. Bukowski
On the Determination of Large-Scale System Reliability. IEEE Trans. Syst. Man Cybern. 12 (4) (1982)