Storkey, Amos

Meta-Learning in Neural Networks: A Survey

Hospedales, T., Antoniou, A., Micaelli, P., & Storkey, A. (2020) · arXiv

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 886

Meta-Learning in Neural Networks: A Survey

Hospedales, T. M., Antoniou, A., Micaelli, P., & Storkey, A. J. (2021) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 886

The 2005 PASCAL Visual Object Classes Challenge

Everingham, M., Zisserman, A., Williams, C. K. I., Van Gool, L., Allan, M., Bishop, C. M., Chapelle, O., Dalal, N., Deselaers, T., Dorkó, G., et al. (2006) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 765

Exploration by Random Network Distillation

Burda, Y., Edwards, H., Storkey, A., & Klimov, O. (2018) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 527

Large-Scale Study of Curiosity-Driven Learning

Burda, Y., Edwards, H., Pathak, D., Storkey, A., Darrell, T., & Efros, A. A. (2018) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 401

Moonshine: Distilling with Cheap Convolutions

Crowley, E. J., Gray, G., & Storkey, A. (2017) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 106

Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning

Engelmann, J., McTrusty, A. D., MacCormick, I. J. C., Pead, E., Storkey, A., & Bernabeu, M. O. (2022) · Nature Machine Intelligence

Retinal Imaging and AnalysisRetinal Diseases and Treatments

Cited by 37

Deep attention super-resolution of brain magnetic resonance images acquired under clinical protocols

Li, B. M., Castorina, L. V., Valdés Hernández, M. D. C., Clancy, U., Wiseman, S. J., Sakka, E., Storkey, A. J., Jaime Garcia, D., Cheng, Y., Doubal, F., et al. (2022) · Frontiers in Computational Neuroscience

Advanced Image Processing TechniquesAdvanced MRI Techniques and Applications

Cited by 17