2 papers
cs.LG2025
Double-Stage Feature-Level Clustering-Based Mixture of Experts Framework
Bakary Badjie, José Cecílio, António Casimiro
The Mixture-of-Experts (MoE) model has succeeded in deep learning (DL). However, its complex architecture and advantages over dense models in image classification remain unclear. I…
cs.LG2023
Denoising Autoencoder-based Defensive Distillation as an Adversarial Robustness Algorithm
Bakary Badjie, José Cecílio, António Casimiro
Adversarial attacks significantly threaten the robustness of deep neural networks (DNNs). Despite the multiple defensive methods employed, they are nevertheless vulnerable to poiso…