A general purpose intelligent surveillance system for mobile devices using Deep Learning. - Antreas Antoniou; Plamen Angelov 001 (IJCNN, 2016)

Data Augmentation Generative Adversarial Networks. - Antreas Antoniou; Amos J. Storkey; Harrison Edwards (CoRR, 2017)

Augmenting Image Classifiers Using Data Augmentation Generative Adversarial Networks. - Antreas Antoniou; Amos J. Storkey; Harrison Edwards (ICANN (3), 2018)

CINIC-10 is not ImageNet or CIFAR-10. - Luke Nicholas Darlow; Elliot J. Crowley; Antreas Antoniou; Amos J. Storkey (CoRR, 2018)

Dilated DenseNets for Relational Reasoning. - Antreas Antoniou; Agnieszka Slowik; Elliot J. Crowley; Amos J. Storkey (CoRR, 2018)

How to train your MAML. - Antreas Antoniou; Harrison Edwards; Amos J. Storkey (ICLR (Poster), 2019)

Learning to Learn By Self-Critique. - Antreas Antoniou; Amos J. Storkey (NeurIPS, 2019)

Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation. - Antreas Antoniou; Amos J. Storkey (CoRR, 2019)

Learning to learn via Self-Critique. - Antreas Antoniou; Amos J. Storkey (CoRR, 2019)

Defining Benchmarks for Continual Few-Shot Learning. - Antreas Antoniou; Massimiliano Patacchiola; Mateusz Ochal; Amos J. Storkey (CoRR, 2020)

Meta-Learning in Neural Networks: A Survey. - Timothy M. Hospedales; Antreas Antoniou; Paul Micaelli; Amos J. Storkey (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Is Scaling Learned Optimizers Worth It? Evaluating The Value of VeLO's 4000 TPU Months. - Fady Rezk; Antreas Antoniou; Henry Gouk; Timothy M. Hospedales (ICBINB, 2023)

Contrastive Meta-Learning for Partially Observable Few-Shot Learning. - Adam Jelley; Amos J. Storkey; Antreas Antoniou; Sam Devlin (ICLR, 2023)

ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging. - Alessandro Fontanella; Antreas Antoniou; Wenwen Li 003; Joanna M. Wardlaw; Grant Mair; Emanuele Trucco; Amos J. Storkey (ICML, 2023)

Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT. - Alessandro Fontanella; Wenwen Li 003; Grant Mair; Antreas Antoniou; Eleanor Platt; Paul A. Armitage; Emanuele Trucco; Joanna M. Wardlaw; Amos J. Storkey (CoRR, 2023)

Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts. - Kiyoon Kim; Shreyank N. Gowda; Panagiotis Eustratiadis; Antreas Antoniou; Robert B. Fisher (ICPRAI (1), 2024)

einspace: Searching for Neural Architectures from Fundamental Operations. - Linus Ericsson; Miguel Espinosa; Chenhongyi Yang; Antreas Antoniou; Amos J. Storkey; Shay B. Cohen; Steven McDonagh; Elliot J. Crowley (NeurIPS, 2024)