Antreas Antoniou

24 papers A* 4B 1Journal 15Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts. ICPRAI (1) Kiyoon Kim, Shreyank N. Gowda, Panagiotis Eustratiadis, Antreas Antoniou, Robert B. Fisher
2024	J	`jnl`	Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts. CoRR Kiyoon Kim, Shreyank N. Gowda, Panagiotis Eustratiadis, Antreas Antoniou, Robert B. Fisher
2024	A*	`conf`	einspace: Searching for Neural Architectures from Fundamental Operations. NeurIPS Linus Ericsson, Miguel Espinosa, Chenhongyi Yang, Antreas Antoniou, Amos Storkey, Shay B. Cohen, Steven McDonagh, Elliot J. Crowley
2024	J	`jnl`	einspace: Searching for Neural Architectures from Fundamental Operations. CoRR Linus Ericsson, Miguel Espinosa, Chenhongyi Yang, Antreas Antoniou, Amos Storkey, Shay B. Cohen, Steven McDonagh, Elliot J. Crowley
2023	A*	`conf`	ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging. ICML Alessandro Fontanella, Antreas Antoniou, Wenwen Li, Joanna M. Wardlaw, Grant Mair, Emanuele Trucco, Amos J. Storkey
2023	J	`jnl`	ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging. CoRR Alessandro Fontanella, Antreas Antoniou, Wenwen Li, Joanna M. Wardlaw, Grant Mair, Emanuele Trucco, Amos J. Storkey
2023	A*	`conf`	Contrastive Meta-Learning for Partially Observable Few-Shot Learning. ICLR Adam Jelley, Amos J. Storkey, Antreas Antoniou, Sam Devlin
2023	J	`jnl`	Contrastive Meta-Learning for Partially Observable Few-Shot Learning. CoRR Adam Jelley, Amos J. Storkey, Antreas Antoniou, Sam Devlin
2023	J	`jnl`	Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT. CoRR Alessandro Fontanella, Wenwen Li, Grant Mair, Antreas Antoniou, Eleanor Platt, Paul A. Armitage, Emanuele Trucco, Joanna M. Wardlaw, Amos J. Storkey
2023	—	`conf`	Is Scaling Learned Optimizers Worth It? Evaluating The Value of VeLO's 4000 TPU Months. ICBINB Fady Rezk, Antreas Antoniou, Henry Gouk, Timothy M. Hospedales
2023	J	`jnl`	Is Scaling Learned Optimizers Worth It? Evaluating The Value of VeLO's 4000 TPU Months. CoRR Fady Rezk, Antreas Antoniou, Henry Gouk, Timothy M. Hospedales
2022	J	`jnl`	Meta-Learning in Neural Networks: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Timothy M. Hospedales, Antreas Antoniou, Paul Micaelli, Amos Storkey
2020	J	`jnl`	Defining Benchmarks for Continual Few-Shot Learning. CoRR Antreas Antoniou, Massimiliano Patacchiola, Mateusz Ochal, Amos J. Storkey
2020	J	`jnl`	Meta-Learning in Neural Networks: A Survey. CoRR Timothy M. Hospedales, Antreas Antoniou, Paul Micaelli, Amos J. Storkey
2019	J	`jnl`	Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation. CoRR Antreas Antoniou, Amos J. Storkey
2019	—	`conf`	How to train your MAML. ICLR (Poster) Antreas Antoniou, Harrison Edwards, Amos J. Storkey
2019	A*	`conf`	Learning to Learn By Self-Critique. NeurIPS Antreas Antoniou, Amos J. Storkey
2019	J	`jnl`	Learning to learn via Self-Critique. CoRR Antreas Antoniou, Amos J. Storkey
2018	—	`conf`	Augmenting Image Classifiers Using Data Augmentation Generative Adversarial Networks. ICANN (3) Antreas Antoniou, Amos J. Storkey, Harrison Edwards
2018	J	`jnl`	CINIC-10 is not ImageNet or CIFAR-10. CoRR Luke Nicholas Darlow, Elliot J. Crowley, Antreas Antoniou, Amos J. Storkey
2018	J	`jnl`	Dilated DenseNets for Relational Reasoning. CoRR Antreas Antoniou, Agnieszka Slowik, Elliot J. Crowley, Amos Storkey
2018	J	`jnl`	How to train your MAML. CoRR Antreas Antoniou, Harrison Edwards, Amos J. Storkey
2017	J	`jnl`	Data Augmentation Generative Adversarial Networks. CoRR Antreas Antoniou, Amos J. Storkey, Harrison Edwards
2016	B	`conf`	A general purpose intelligent surveillance system for mobile devices using Deep Learning. IJCNN Antreas Antoniou, Plamen Angelov