OOD-ENS: Cross-Validated Out-of-Distribution Ensemble Detector
Author:
Affiliation:
1. Shanxi University,School of Automation and Software Engineering,Taiyuan,China
2. Shanxi University,School of Modern Education Technology,Taiyuan,China
Funder
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10491597/10491754/10492185.pdf?arnumber=10492185
Reference18 articles.
1. Taxonomy of Machine Learning Safety: A Survey and Primer
2. Bridging the Gap Between Ethics and Practice
3. A baseline for detecting misclassified and out-of-distribution examples in neural networks;Hendrycks
4. Enhancing the reliability of out-of-distribution image detection in neural networks;Liang
5. A simple unified framework for detecting out-of-distribution samples and adversarial attacks;Lee;Advances in Neural Information Processing Systems,2018
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