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Open Set Recognition using Vision Transformer with an Additional Detection Head


Mar 16, 2022
Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon Koutsoukos

* under review 

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Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression


Apr 14, 2021
Feiyang Cai, Ali I. Ozdagli, Xenofon Koutsoukos

* Accepted by the 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS2021) 

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Association: Remind Your GAN not to Forget


Nov 27, 2020
Yi Gu, Yuting Gao, Ruoxin Chen, Feiyang Cai, Jie Li, Chentao Wu


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Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression


Mar 21, 2020
Feiyang Cai, Jiani Li, Xenofon Koutsoukos

* Accepted by Workshop on Assured Autonomous Systems (WAAS2020). arXiv admin note: text overlap with arXiv:2001.10494 

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Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems


Jan 28, 2020
Feiyang Cai, Xenofon Koutsoukos

* Accepted by 11th International Conference on Cyber-Physical Systems (ICCPS2020) 

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