Sydney Digital Theses (Open Access): Recent submissions
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From Line to Shape to Space: Composition as Representation of The Visual Elements
Published 2023It is widely understood that the experience of music exists beyond that of just listening. The idea that audience members draw pictures in their mind or trace shapes with their hands while listening to music has been well ...Open AccessThesis -
Towards Optimal and Practical Asynchronous Byzantine Fault Tolerant Protocols
Published 2023With recent advancements in blockchain technology, people expect Byzantine fault tolerant (BFT) protocols to be deployed more frequently in wide-area networks (WAN) as opposed to conventional in-house settings. Asynchronous ...Open AccessThesis -
On the Importance of Transition Matrix for Learning with Noisy Labels
Published 2023To improve the generalization ability of deep learning models when training data contains noisy labels, a noise transition matrix T(x) has been widely employed to reveal the transition relationship from clean labels to ...Open AccessThesis -
The Legal Stability of Maritime Zones: The significance of State practice for the Interpretation of the UN Convention on the Law of the Sea
Published 2023Seeking to preserve jurisdictional rights in the face of climate-change induced sea-level rise, States increasingly refer to ‘legal stability’ in connection with maritime zones. Yet such a claim for preservation is at odds ...Open AccessThesis -
Integrated Transformers Inference Framework for Multiple Tenants on GPU
Published 2023In recent years, Transformer models have gained prominence in the deep learning domain, serving as the foundation for a wide array of applications, including Natural Language Processing (NLP) and Computer Vision (CV). These ...Open AccessThesis