Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains

Author:

O'Brien Molly1,Medoff Mike2,Bukowski Julia3,Hager Greg1

Affiliation:

1. Johns Hopkins University,Department of Computer Science,Baltimore,MD,21218

2. Exida LLC,Sellersville,PA,18960

3. Villanova University,Department of Electrical and Computer Engineering,Villanova,PA,19085

Publisher

IEEE

Reference25 articles.

1. Learning Not to Learn: Training Deep Neural Networks With Biased Data

2. Wilds: A benchmark of in-thewild distribution shifts;koh,2020

3. Estimating mutual information

4. Enhancing the reliability of out-of-distribution image detection in neural networks;liang,2017

5. Dependable Neural Networks for Safety Critical Tasks

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Mapping DNN Embedding Manifolds for Network Generalization Prediction;2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2023-01

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