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The recently discovered Neural collapse (NC) phenomenon states that the last-layer weights of Deep Neural Networks (DNN), converge to the so-called Equiangular Tight Frame (ETF) simplex, at the terminal phase of their training. This ETF geometry is e
Externí odkaz:
http://arxiv.org/abs/2402.18614
Publikováno v:
Kybernetes, 2023, Vol. 53, Issue 11, pp. 4568-4591.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/K-11-2022-1581
Autor:
Khan, Muhammad Ijaz, Riaz, Muhammad, El-Aziz, Khaled Abd, Sahar, M. Sana Ullah, Qaisrani, Mumtaz Ahmed, Ali, Hafiz Tauqeer
Publikováno v:
Multidiscipline Modeling in Materials and Structures, 2024, Vol. 20, Issue 6, pp. 1425-1440.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/MMMS-06-2024-0173