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Primary supervisor Jon McCormack Co-supervisors Simon Colton Research area Creative Technologies In recent years, AI techniques such as GANs and associated deep learning neural networks have become popular tools applied to the production and creation of works of art. In 2018, AI Art made...
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Primary supervisor Pierre Le Bodic Co-supervisors Daniel Harabor Research area Agents and Decision-Making The Multi-Agent Path Finding (MAPF) is a combinatorial problem in which agents must find a path from a start to a goal location without colliding with each other. The optimisation group at...
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Primary supervisor Hui Cui Research area Cybersecurity This project will explore the security and privacy challenges inherent in the tokenization of real-world assets (RWAs) using the blockchain technology. As industries increasingly adopt tokenization to digitize and trade assets like real...
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Primary supervisor Thanh Thi Nguyen Research area Vision and Language In recent years, the rise in cybercrimes has significantly increased the vulnerability of the open internet to various threats and cyber-attacks. Among these, phishing stands out as one of the most perilous crimes worldwide. In...
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Primary supervisor Thanh Thi Nguyen Research area Machine Learning Deepfakes, derived from "deep learning" and "fake," involve techniques that merge the face images of a target person with a video of a different source person. This process creates videos where the target person appears to be...
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Primary supervisor Reza Haffari Research area Data Science and Artificial Intelligence Although deep learning has produces state of the art results on many problems, it is a data hungry technology requiring a lot of human supervision in the form of annotated data. Potential PhD topic include...
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Primary supervisor Bernd Meyer Research area Data Science and Artificial Intelligence Our research group tries to decipher the rules that govern decision making in socially living animal groups. One particularly important type of collective decision making is task allocation: how does a group...
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Primary supervisor Bernd Meyer Research area Data Science and Artificial Intelligence This is an umbrella project that develops methods to monitor animals and more broadly biodiversity in natural environments. It focuses predominantly on acoustic methods but data fusion with visual and abiotic...
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Primary supervisor Jon McCormack Co-supervisors Dr Vince Dziekan Research area Creative Technologies Technologies emerge from a society’s cultural imagination, sparking new ways to imagine the future. Today, Artificial Intelligence (AI) – as the technical capability of a system ‘to correctly...
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Primary supervisor Carlo Kopp Research area Data Science and Artificial Intelligence Agent-based computational simulations are now widely employed to study the evolution of behaviour, e.g., predator-prey simulations, the evolution of cooperation and altruism, the evolution of niches and food...