no code implementations • 28 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.
no code implementations • 25 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.
1 code implementation • 30 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