Regular biography
Oisin Mac Aodha is a Reader in the Department of Computer Science at The University of Edinburgh. His research interests include machine learning and artificial intelligence. He is affiliated with the university's Computer Science department and can be contacted via email at oisin.macaodha@ed.ac.uk. His professional website provides additional information about his work and contributions to the field.
Scholar-generated biography
Oisin Mac Aodha is a Reader and Associate Professor at the University of Edinburgh, specializing in Computer Vision, Machine Learning, Artificial Intelligence, and Conservation Technology. His research focuses on advancing depth estimation techniques through self-supervised learning, exploring methods such as unsupervised monocular depth estimation with left-right consistency and temporal opportunist approaches. He also investigates fine-grained image analysis, multimodal learning, and the application of AI in conservation. His work includes benchmarking representation learning for natural world image collections and developing tools like Bat Detective for bat acoustic signal detection. Mac Aodha's contributions span both theoretical and applied AI, with an emphasis on improving ecological monitoring and species mapping through innovative machine learning techniques.