Current Research Interests
Computer Vision: Recognition, retrieval, matching. Person re-identification. Zero-shot learning. Vision and language.
Robotics: Contextual Policies, Paramaterised Skills, Reinforcement Learning.
Machine Learning: Lifelong learning, transfer learning, multi-task learing, active learning, deep learning, probabilistic modeling.Publications:
Michael, Davies (Principal investigator)
James, Hopgood (Co-investigator)
Bernie, Mulgrew (Co-investigator)
Sotirios, Tsaftaris (Co-investigator)
John, Thompson (Co-investigator)
Mehrdad, Yaghoobi Vaighan (Co-investigator)
Timothy, Hospedales (Co-investigator)
Funding Organisation: EPSRC,EPSRC
DREAM - Deferred Restructuring of Experience in Autonomous Machines
Timothy, Hospedales (Principal investigator)
Funding Organisation: EU government bodies