1 code implementation • 29 Oct 2018 • Matthew Willetts, Aiden Doherty, Stephen Roberts, Chris Holmes
We introduce 'semi-unsupervised learning', a problem regime related to transfer learning and zero-shot learning where, in the training data, some classes are sparsely labelled and others entirely unlabelled.
1 code implementation • 6 Jun 2022 • Hang Yuan, Shing Chan, Andrew P. Creagh, Catherine Tong, David A. Clifton, Aiden Doherty
Advances in deep learning for human activity recognition have been relatively limited due to the lack of large labelled datasets.