Browsing University of Galway Theses (PhD Theses) by Subject "deep learning"

Now showing items 1-3 of 3

    • Neural transfer learning for natural language processing 

      Ruder, Sebastian (NUI Galway, 2019-06-07)
      The current generation of neural network-based natural language processing models excels at learning from large amounts of labelled data. Given these capabilities, natural language processing is increasingly applied to new ...

    • Neurosymbolic visual reasoning with scene graph enrichment 

      Khan, Muhammad Jaleed (NUI Galway, 2024-02-26)
      Visual reasoning is a critical component of artificial intelligence that aims to understand, interpret, and reason about complex visual content. It has an interdisciplinary nature incorporating visual feature extraction ...

    • Uncertainty-aware fault diagnosis for safety-related industrial systems 

      Kafunah, Jefkine (NUI Galway, 2024-04-15)
      Industry 4.0 (I4.0) has enabled dynamic modern-day industrial environ ments through rapid automation and improved access to real-time data from complex industrial operations. The I4.0 suite of digital technologies, including ...