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2020 – today
- 2024
[j2]Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle:
Neural Architecture Search as Program Transformation Exploration. Commun. ACM 67(10): 92-100 (2024)- 2021
- [j1]Elliot J. Crowley
, Gavin Gray, Jack Turner, Amos J. Storkey:
Substituting Convolutions for Neural Network Compression. IEEE Access 9: 83199-83213 (2021) - [c8]Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle:
Neural architecture search as program transformation exploration. ASPLOS 2021: 915-927 - [c7]Joe Mellor, Jack Turner, Amos J. Storkey, Elliot J. Crowley:
Neural Architecture Search without Training. ICML 2021: 7588-7598 - [i9]Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle:
Neural Architecture Search as Program Transformation Exploration. CoRR abs/2102.06599 (2021) - 2020
- [c6]Perry Gibson, José Cano, Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey:
Optimizing Grouped Convolutions on Edge Devices. ASAP 2020: 189-196 - [c5]Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey, Gavin Gray:
BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget. ICLR 2020 - [c4]Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey:
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels. NeurIPS 2020 - [c3]Naums Mogers, Valentin Radu, Lu Li, Jack Turner, Michael F. P. O'Boyle, Christophe Dubach:
Automatic generation of specialized direct convolutions for mobile GPUs. GPGPU@PPoPP 2020: 41-50 - [i8]Valentin Radu, Kuba Kaszyk, Yuan Wen, Jack Turner, José Cano, Elliot J. Crowley, Björn Franke, Amos J. Storkey, Michael F. P. O'Boyle:
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs. CoRR abs/2002.08697 (2020) - [i7]Joseph Charles Mellor, Jack Turner, Amos J. Storkey, Elliot J. Crowley:
Neural Architecture Search without Training. CoRR abs/2006.04647 (2020) - [i6]Perry Gibson, José Cano, Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey:
Optimizing Grouped Convolutions on Edge Devices. CoRR abs/2006.09791 (2020)
2010 – 2019
- 2019
- [c2]Valentin Radu, Kuba Kaszyk, Yuan Wen, Jack Turner, José Cano, Elliot J. Crowley, Björn Franke, Amos J. Storkey, Michael F. P. O'Boyle:
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs. IISWC 2019: 24-34 - [i5]Jack Turner, Elliot J. Crowley, Gavin Gray, Amos J. Storkey, Michael F. P. O'Boyle:
BlockSwap: Fisher-guided Block Substitution for Network Compression. CoRR abs/1906.04113 (2019) - [i4]Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Amos J. Storkey:
Deep Kernel Transfer in Gaussian Processes for Few-shot Learning. CoRR abs/1910.05199 (2019) - 2018
- [c1]Jack Turner, José Cano, Valentin Radu, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey:
Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks. IISWC 2018: 101-110 - [i3]Jack Turner, José Cano, Valentin Radu, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey:
Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks. CoRR abs/1809.07196 (2018) - [i2]Elliot J. Crowley, Jack Turner, Amos J. Storkey, Michael F. P. O'Boyle:
Pruning neural networks: is it time to nip it in the bud? CoRR abs/1810.04622 (2018) - [i1]Jack Turner, Elliot J. Crowley, Valentin Radu, José Cano, Amos J. Storkey, Michael F. P. O'Boyle:
HAKD: Hardware Aware Knowledge Distillation. CoRR abs/1810.10460 (2018)
Coauthor Index
aka: Elliot J. Crowley
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