2 papers
cs.CV2021
Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains
Molly O'Brien, Mike Medoff, Julia Bukowski +1
It is well known that Neural Network (network) performance often degrades when a network is used in novel operating domains that differ from its training and testing domains. This…
cs.LG2019
Dependable Neural Networks for Safety Critical Tasks
Molly O'Brien, William Goble, Greg Hager +1
Neural Networks are being integrated into safety critical systems, e.g., perception systems for autonomous vehicles, which require trained networks to perform safely in novel scena…