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Jack Turner
Jack Turner
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Neural architecture search without training
J Mellor, J Turner, A Storkey, EJ Crowley
International Conference on Machine Learning, 7588-7598, 2021
902021
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
69*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
44*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
402018
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
262019
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
142019
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
132020
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
92020
Neural architecture search as program transformation exploration
J Turner, EJ Crowley, MFP O'Boyle
Proceedings of the 26th ACM International Conference on Architectural …, 2021
22021
Substituting Convolutions for Neural Network Compression
EJ Crowley, G Gray, J Turner, A Storkey
IEEE Access 9, 83199-83213, 2021
2021
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