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We have 8 Loughborough University Other PhD Projects, Programmes & Scholarships

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Department of Computer Science  Loughborough University

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Loughborough University Other PhD Projects, Programmes & Scholarships

We have 8 Loughborough University Other PhD Projects, Programmes & Scholarships

Loughborough University

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Lifelong learning and shareable models: How to reduce the energy footprint of AI and contribute to a sustainable decarbonised future

Loughborough University Department of Computer Science
Current AI models are not designed to reuse and share knowledge. When conditions change, e.g., data distributions, locations, or platforms, retraining needs to occur from scratch. Read more
 Supervisors: Dr A Soltoggio, Dr V Castro, Dr R Higginson, Prof T Jackson
 17 May 2024  PhD Research Project  Funded PhD Project (Students Worldwide)
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Multi-Modal Anomaly Detection in Human Behavior using Deep Learning and large Language Models

Loughborough University Department of Computer Science
Objective. The aim of this research project is to develop a comprehensive system for detecting anomalies in human behavior by leveraging both visual and textual data. Read more
 Supervisor: Prof B Li
 1 October 2024  PhD Research Project  Self-Funded PhD Students Only
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Self-Supervised Learning for Complex Visual Understanding

Loughborough University Department of Computer Science
94% of Loughborough’s research impact is rated world-leading or internationally excellent. REF 2021. The aim of this PhD project is to advance the state-of-the-art in computer vision through the development and application of self-supervised learning (SSL) techniques. Read more
 Supervisor: Prof B Li
 1 October 2024  PhD Research Project  Self-Funded PhD Students Only
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Language Models for Enhancing Healthcare and Clinical Decision Support Systems

Loughborough University Department of Computer Science
The aim of this Ph.D. project is to leverage Large Language Models (LLMs), such as ChatGPT or variations, to enhance clinical decision support systems in the medical domain. Read more
 Supervisor: Prof B Li
 1 October 2024  PhD Research Project  Self-Funded PhD Students Only
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Machine Learning and Deep Learning for Advanced Medical Imaging and Diagnostics

Loughborough University Department of Computer Science
The goal of this Ph.D. project is to leverage machine learning and deep learning techniques to enhance medical image analysis, disease diagnostics, and prognostics. Read more
 Supervisor: Prof B Li
 1 October 2024  PhD Research Project  Self-Funded PhD Students Only
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Towards Trustworthy and Accountable AI in Medical Decision Support Systems

Loughborough University Department of Computer Science
The goal of this Ph.D. project is to develop a framework that ensures the trustworthiness and accountability of AI systems used in medical decision support. Read more
 Supervisor: Prof B Li
 1 October 2024  PhD Research Project  Self-Funded PhD Students Only
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Multimodal Understanding of Visual and Textual Information through Large Language Models for Advanced Cognitive Visual Tasks

Loughborough University Department of Computer Science
The aim of this Ph.D. project is to develop a comprehensive framework that seamlessly integrates Large Language Models (LLMs) with advanced computer vision techniques to enhance the understanding, generation, and retrieval of multimedia content. Read more
 Supervisor: Prof B Li
 1 October 2024  PhD Research Project  Self-Funded PhD Students Only
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Explainable AI

Loughborough University Department of Computer Science
Artificial intelligence is making huge strides in what it can achieve. However one of the drawbacks of current techniques is their inability to explain how it did this. Read more
 Supervisor: Dr J Woodward
 1 June 2024  PhD Research Project  Self-Funded PhD Students Only
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