Molly O'Brien

According to our database, Molly O'Brien authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Mapping DNN Embedding Manifolds for Network Generalization Prediction.

Molly O'Brien, Brett Wolfinger, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Mapping DNN Embedding Manifolds for Network Generalization Prediction.

Molly O'Brien, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager

CoRR, 2022

Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains.

Molly O'Brien, Mike Medoff, Julia V. Bukowski, Greg Hager

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Evaluating neural network robustness for melanoma classification using mutual information.

Molly O'Brien, Julia V. Bukowski, Greg Hager, Aria Pezeshk, Mathias Unberath

Proceedings of the Medical Imaging 2022: Image Processing, 2022

2021

Robotic Surgery With Lean Reinforcement Learning.

Yotam Barnoy, Molly O'Brien, Will Wang, Gregory D. Hager

CoRR, 2021

2019

Dependable Neural Networks for Safety Critical Tasks.

Molly O'Brien, William M. Goble, Greg Hager, Julia V. Bukowski

CoRR, 2019

Objective assessment of intraoperative technical skill in capsulorhexis using videos of cataract surgery.

Tae Soo Kim, Molly O'Brien, Sidra Zafar, Gregory D. Hager, Shameema Sikder, S. Swaroop Vedula

Int. J. Comput. Assist. Radiol. Surg., 2019