Variational Autoencoder for Classification and Regression for Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems - researchr publication related

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Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos. Variational Autoencoder for Classification and Regression for Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems. Applied Artificial Intelligence, 36(1), December 2022. [doi]

The following publications are possibly variants of this publication:

Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for RegressionFeiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos. icphys 2021: 104-111 [doi]

Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for RegressionFeiyang Cai, Jiani Li, Xenofon D. Koutsoukos. sp 2020: 208-214 [doi]

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