| Neural architecture search without training J Mellor, J Turner, A Storkey, EJ Crowley International conference on machine learning, 7588-7598, 2021 | 438 | 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 | 164* | 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 | 66 | 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 | 62* | 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 | 58 | 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 | 32 | 2020 |
| 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 |
| Neural architecture search as program transformation exploration J Turner, EJ Crowley, MFP O'Boyle Proceedings of the 26th ACM International Conference on Architectural …, 2021 | 15 | 2021 |
| Substituting convolutions for neural network compression EJ Crowley, G Gray, J Turner, A Storkey IEEE Access 9, 83199-83213, 2021 | 2 | 2021 |
Elliot J. CrowleyAssociate Professor, University of EdinburghVerified email at ed.ac.uk
