Search Results for author: Arman Zarei

Found 3 papers, 1 papers with code

Enhancing Epileptic Seizure Detection with EEG Feature Embeddings

no code implementations28 Oct 2023 Arman Zarei, Bingzhao Zhu, Mahsa Shoaran

Here, we propose to enhance the seizure detection performance by learning informative embeddings of the EEG signal.

EEG Seizure Detection +1

A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection

no code implementations25 Jan 2023 Mohammad Azizmalayeri, Arman Zarei, Alireza Isavand, Mohammad Taghi Manzuri, Mohammad Hossein Rohban

For this purpose, we first demonstrate that the existing model-based methods can be equivalent to applying smaller perturbation or optimization weights to the hard training examples.

Data Augmentation Out-of-Distribution Detection

Your Out-of-Distribution Detection Method is Not Robust!

1 code implementation30 Sep 2022 Mohammad Azizmalayeri, Arshia Soltani Moakhar, Arman Zarei, Reihaneh Zohrabi, Mohammad Taghi Manzuri, Mohammad Hossein Rohban

Therefore, unlike OOD detection in the standard setting, access to OOD, as well as in-distribution, samples sounds necessary in the adversarial training setup.

Out-of-Distribution Detection Out of Distribution (OOD) Detection

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