Antreas Antoniou
University of Edinburgh(GB)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Machine Learning and Data Classification, Acute Ischemic Stroke Management
Most-Cited Works
- → Data Augmentation Generative Adversarial Networks(2017)806 cited
- → Meta-Learning in Neural Networks: A Survey(2021)257 cited
- → Augmenting Image Classifiers Using Data Augmentation Generative Adversarial Networks(2018)254 cited
- → CINIC-10 is not ImageNet or CIFAR-10(2018)168 cited
- → How to train your MAML(2018)83 cited
- → Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation(2019)36 cited
- → The role of surface vibrations and quantum confinement effect to the optical properties of very thin nanocrystalline silicon films(2007)29 cited
- → Defining Benchmarks for Continual Few-Shot Learning(2020)27 cited