| Neural architecture search without training J Mellor, J Turner, A Storkey, EJ Crowley International conference on machine learning, 7588-7598, 2021 | 506 | 2021 |
| Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels M Patacchiola, J Turner, EJ Crowley, M O'Boyle, A Storkey Advances in Neural Information Processing Systems, 2019 | 183* | 2019 |
| BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget J Turner, EJ Crowley, M O'Boyle, A Storkey, G Gray International Conference on Learning Representations, 2019 | 74 | 2019 |
| A closer look at structured pruning for neural network compression EJ Crowley, J Turner, A Storkey, M O'Boyle NeurIPS Workshop on Compact Deep Neural Networks with Industrial Applications, 2018 | 66* | 2018 |
| Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks J Turner, J Cano, V Radu, EJ Crowley, M O’Boyle, A Storkey IEEE International Symposium on Workload Characterization, 2018 | 59 | 2018 |
| Performance aware convolutional neural network channel pruning for embedded GPUs V Radu, K Kaszyk, Y Wen, J Turner, J Cano, EJ Crowley, B Franke, ... 2019 IEEE International Symposium on Workload Characterization (IISWC), 24-34, 2019 | 49 | 2019 |
| Optimizing grouped convolutions on edge devices P Gibson, J Cano, J Turner, EJ Crowley, M O’Boyle, A Storkey 2020 IEEE 31st International Conference on Application-specific Systems …, 2020 | 35 | 2020 |
| Neural architecture search as program transformation exploration J Turner, EJ Crowley, MFP O'Boyle Proceedings of the 26th ACM International Conference on Architectural …, 2021 | 19 | 2021 |
| Automatic generation of specialized direct convolutions for mobile GPUs N Mogers, V Radu, L Li, J Turner, M O'Boyle, C Dubach Proceedings of the 13th Annual Workshop on General Purpose Processing using …, 2020 | 16 | 2020 |
| Substituting convolutions for neural network compression EJ Crowley, G Gray, J Turner, A Storkey IEEE Access 9, 83199-83213, 2021 | 2 | 2021 |
| Neural Architecture Search as Program Transformation Exploration J Turner, EJ Crowley, MFP O'Boyle Communications of the ACM 67 (10), 92-100, 2024 | | 2024 |
Elliot J. CrowleyAssociate Professor, University of Edinburgh在 ed.ac.uk 的电子邮件经过验证
Amos StorkeyProfessor of Machine Learning and AI, School of Informatics, University of Edinburgh, UK在 ed.ac.uk 的电子邮件经过验证
Michael O'BoyleProfessor of Computer Science, University of Edinburgh在 inf.ed.ac.uk 的电子邮件经过验证Valentin RaduUniversity of Sheffield在 shef.ac.uk 的电子邮件经过验证
Massimiliano PatacchiolaTools for Humanity, Senior AI Research Engineer在 toolsforhumanity.com 的电子邮件经过验证
José CanoAssociate Professor, University of Glasgow在 glasgow.ac.uk 的电子邮件经过验证