| Meta-learning in neural networks: A survey T Hospedales, A Antoniou, P Micaelli, A Storkey IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 | 1840 | 2020 |
| Zero-shot knowledge transfer via adversarial belief matching P Micaelli, A Storkey Advances in Neural Information Processing Systems 32, 2019 | 218 | 2019 |
| Accurate prediction of X-ray pulse properties from a free-electron laser using machine learning A Sanchez-Gonzalez, P Micaelli, C Olivier, TR Barillot, M Ilchen, ... Nature communications 8 (1), 15461, 2017 | 85 | 2017 |
| Meta-learning in neural networks: A survey. arXiv 2020 T Hospedales, A Antoniou, P Micaelli, A Storkey arXiv preprint arXiv:2004.05439, 2020 | 43* | 2020 |
| Gradient-based Hyperparameter Optimization Over Long Horizons P Micaelli, AJ Storkey Advances in Neural Information Processing Systems 34, 2021 | 25* | 2021 |
| Recurrence without recurrence: Stable video landmark detection with deep equilibrium models P Micaelli, A Vahdat, H Yin, J Kautz, P Molchanov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 8 | 2023 |
| Machine learning applied to single-shot x-ray diagnostics in an XFEL A Sanchez-Gonzalez, P Micaelli, C Olivier, TR Barillot, M Ilchen, ... arXiv preprint arXiv:1610.03378, 2016 | 3 | 2016 |
| Landmark detection with an iterative neural network P Molchanov, J Kautz, A Vahdat, H Yin, P Micaelli US Patent App. 18/243,555, 2024 | | 2024 |
| Nesting optimization with adversarial games, meta-learning, and deep equilibrium models P Micaelli The University of Edinburgh, 2023 | | 2023 |
Amos StorkeyProfessor of Machine Learning and AI, School of Informatics, University of Edinburgh, UKVerified email at ed.ac.uk
