Postgraduate Theses: Recent submissions
-
Self-Supervised Visual Representation Learning in Distributed Systems - Generalisation Analysis and Training Framework Design
Published 2026This thesis investigates distributed self-supervised learning as a paradigm for training visual representation models directly from distributed and unlabelled data. While large-scale supervised datasets have driven advances ...Open AccessThesis -
Enabling Plug-and-Play Cameras: Generalisable Methods for Self-Calibration and Multi-Modal Vision Systems
Published 2026Vision systems are foundational to a wide range of real-world applications, including autonomous vehicles navigating complex urban environments, drones performing infrastructure inspection, and robots operating in hazardous ...Open AccessThesis -
The Design, Development, and Evaluation of Artificial Intelligence (AI) Assistant Prototypes of Form Concept Ideation for Architectural Design
Published 2026The rapid advancement of Generative Artificial Intelligence presents a paradigm shift for the architectural discipline by offering capabilities for form generation and visual exploration. However the integration of these ...USyd AccessThesis -
Restoration of Natural Blink after Facial Paralysis: An Electro-mechanical Intervention
Published 2025The loss of the ability to blink is considered the most severe effect of facial nerve paralysis (FNP). The delicate homeostasis of the eye is disrupted, and without frequent intervention, the cornea can become damaged, ...USyd AccessThesis -
Low-carbon Oriented Planning and Operation of New Entities in Smart Grid
Published 2025The traditional energy systems are in transition towards smart grids featuring renewable energy generation, energy storage and demand side management with two-way information and electricity flows. This transition introduces ...USyd AccessThesis