no code implementations • 29 Nov 2022 • Salman AlSubaihi, Mohammed Alkhrashi, Raied Aljadaany, Fahad Albalawi, Bernard Ghanem
We provide two variants of PermLL in this paper: one applies the permutation layer to the model's prediction, while the other applies it directly to the given noisy label.
no code implementations • 21 Jun 2020 • Modar Alfadly, Adel Bibi, Emilio Botero, Salman AlSubaihi, Bernard Ghanem
This has incited research on the reaction of DNNs to noisy input, namely developing adversarial input attacks and strategies that lead to robust DNNs to these attacks.
no code implementations • 25 Sep 2019 • Salman AlSubaihi, Adel Bibi, Modar Alfadly, Abdullah Hamdi, Bernard Ghanem
al. that bounded input intervals can be inexpensively propagated from layer to layer through deep networks.