Sydney Digital Theses (Open Access): Recent submissions
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Medical Image Segmentation under Data-Efficient Scenarios
Published 2025Medical image analysis is essential for accurate diagnosis, treatment planning, and patient management. Among its tasks, segmentation is key to identifying anatomical structures and abnormalities. Although deep learning ...Open AccessThesis -
Efficient Prompt Engineering for Large Foundation Models
Published 2025The rapid advancements in large foundation models, particularly GPT-4V, have unlocked significant potential in various applications, including visual recognition tasks. However, the high computational and financial costs ...Open AccessThesis -
Criticality and Anomalous Diffusion Underlying Dynamical and Computational Properties of Deep Learning Networks
Published 2025Artificial neural networks, inspired by biological neural systems, harness modern computing power to facilitate learning. The corresponding scaled-up models, known as deep neural networks (DNNs), consistently achieve ...Open AccessThesis -
Understanding galaxy formation and evolution through kinematics and interstellar medium properties
Published 2025We study the kinematics and ISM properties of galaxies and how external and internal mechanisms influence their evolution. We start by connecting the rotational motion of galaxies to their large-scale environment. We ...Open AccessThesis -
Methods for Optimising Short-term Production Scheduling in Open-pit Mines
Published 2025Open-pit mine production planning involves decision-making for material extraction and allocation, divided into strategic and tactical planning. Strategic planning focuses on long-term economic value, while tactical planning ...Open AccessThesis