Essays about: "Abdallah Alabdallah"

Found 1 essay containing the words Abdallah Alabdallah.

  1. 1. Human Understandable Interpretation of Deep Neural Networks Decisions Using Generative Models

    University essay from Högskolan i Halmstad/Halmstad Embedded and Intelligent Systems Research (EIS)

    Author : Abdallah Alabdallah; [2019]
    Keywords : Explainable AI; Deep Neural Networks; Interpretability; Disentangled Representation; Representation Learning;

    Abstract : Deep Neural Networks have long been considered black box systems, where their interpretability is a concern when applied in safety critical systems. In this work, a novel approach of interpreting the decisions of DNNs is proposed. The approach depends on exploiting generative models and the interpretability of their latent space. READ MORE