Sydney Digital Theses (Open Access): Recent submissions
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Neural Architecture Search for Convolutional and Transformer Deep Neural Networks
Published 2023Deep Neural Networks (DNN) have dominated computer vision tasks during the last decade. However, in recent years, the demand for highly customized deep neural networks has increased significantly, which has made manual ...Open AccessThesis -
Multiscale modelling of CO2-CH4 displacement in shale gas reservoirs
Published 2024Shale gas is becoming an increasingly important source in the global energy sector. Australia has one of the largest shale gas reserves globally, but the exploration is still in the very early stages. Shale reservoirs ...Open AccessThesis -
WirelessDT: A Digital Twin Platform for AI-Enabled Wireless Systems
Published 2024Wireless technologies play a critical role in various domains, including communication, pedestrian localization, autonomous vehicles, and healthcare. Their dependence on radio signals for transmitting information exposes ...Open AccessThesis -
Interpretability and Generalization of Deep Low-Level Vision Models
Published 2024The low-level vision task is an important type of task in computer vision, including various image restoration tasks, such as image super-resolution, image denoising, image deraining, etc. In recent years, deep learning ...Open AccessThesis -
An implementation evaluation of procedure videos to support nurses undertaking infrequent clinical procedures in acute cardiology
Published 2023Background Rare procedures in cardiology are challenging; they are often time-critical, lifesaving and carried out with limited resources. Procedures such as pericardiocentesis are infrequent, and nurses may go several ...Open AccessThesis