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Dear all, </div>
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We have an exciting and fully funded PhD position at the University of Plymouth. The PhD focuses on incremental knowledge addition for human activity analysis in open-world scenarios.</div>
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This is a fantastic opportunity to work on cutting-edge Artificial Intelligence research with a dynamic and supportive team. The project focuses on advancing open-world learning by enabling AI models to incrementally learn new activities without retraining.
The project addresses the key challenges in human activity analysis for public safety domain.</div>
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<b>Research Focus</b></div>
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<div class="elementToProof">Transitioning from traditional closed-set classification to an open-world framework</div>
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<div class="elementToProof">Integrating continual learning to adapt to new activities while minimizing catastrophic forgetting</div>
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<div class="elementToProof">Applying the framework to real-world public safety scenarios, particularly in elderly and assisted living care</div>
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Apply at:</div>
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<a href="https://www.plymouth.ac.uk/study/research-degrees/postgraduate-research-studentships/exploration-of-incremental-knowledge-addition-for-human-activity-analysis-in-open-world-scenarios-for-public-safety-and-surveillance" id="LPlnk" class="OWAAutoLink">https://www.plymouth.ac.uk/study/research-degrees/postgraduate-research-studentships/exploration-of-incremental-knowledge-addition-for-human-activity-analysis-in-open-world-scenarios-for-public-safety-and-surveillance</a></div>
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<a style="text-decoration:none" href="https://www.plymouth.ac.uk/study/research-degrees/postgraduate-research-studentships/exploration-of-incremental-knowledge-addition-for-human-activity-analysis-in-open-world-scenarios-for-public-safety-and-surveillance" id="LPUrlAnchor941664" target="_blank">Exploration
of incremental knowledge addition for human activity analysis in open-world scenarios for public safety and surveillance</a></div>
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The studentship is supported for 3.5 years and includes full Home tuition fees, Bench fee plus a stipend of £20,780 per annum 2025/26 rate. The studentship will only fully fund those applicants who are eligible for Home fees with relevant qualifications.</div>
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www.plymouth.ac.uk</div>
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📅 Start Date: 1 October 2025</div>
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⏳ Application Deadline: 12 noon, 28 March 2025</div>
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If you know any questions or need further details, please contact me at vivek.singh@plymouth.ac.uk</div>
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Best wishes,</div>
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Vivek Singh</div>
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