Publications

You can also find my articles on my Google Scholar profile

  • “Learning to Learn via Self-Critique”, A. Antoniou and A. Storkey, arXiv preprint arXiv: 1905.10295, 2019

  • “Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation”, A. Antoniou and A. Storkey, arXiv preprint arXiv:1902.09884, 2019

  • “Dilated DenseNets for relational reasoning” A. Antoniou, A. Słowik, E. J. Crowley, and A. Storkey, arXiv preprint arXiv:1811.00410, 2018.

  • “How to train your MAML,” A. Antoniou, H. Edwards, and A. Storkey, In International Conference in Learning Representations, 2019.

  • “CINIC-10 is not ImageNet or CIFAR-10,” L.N. Darlow, E. J. Crowley, A. Antoniou, and A. J. Storkey, arXiv preprint arXiv:1810.03505, 2018.

  • “Augmenting Image Classifiers Using Data Augmentation Generative Adversarial Networks,” A. Antoniou, A. Storkey, and H. Edwards, in Artificial Neural Networks and Machine Learning – ICANN 2018, Cham, 2018, pp. 594–603.

  • “Data augmentation generative adversarial networks,” A. Antoniou, A. Storkey, and H. Edwards, arXiv preprint arXiv:1711.04340, 2017.

  • “A general purpose intelligent surveillance system for mobile devices using deep learning,” A. Antoniou and P. Angelov, in Neural Networks (IJCNN), 2016 International Joint Conference on, 2016, pp. 2879–2886.