Jack Turner

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 18

Top Topics

Image Reconstruction From Projections

Pruning Methods

Convolutional Neural Networks

Top Venues

Publications

Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle
Neural Architecture Search as Program Transformation Exploration. CoRR (2021)
Elliot J. Crowley, Gavin Gray, Jack Turner, Amos J. Storkey
Substituting Convolutions for Neural Network Compression. IEEE Access 9 (2021)
Joe Mellor, Jack Turner, Amos J. Storkey, Elliot J. Crowley
Neural Architecture Search without Training. ICML (2021)
Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle
Neural architecture search as program transformation exploration. ASPLOS (2021)
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 (2020)
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)
Joseph Charles Mellor, Jack Turner, Amos J. Storkey, Elliot J. Crowley
Neural Architecture Search without Training. CoRR (2020)
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)
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)
Perry Gibson, José Cano, Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey
Optimizing Grouped Convolutions on Edge Devices. CoRR (2020)
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)
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)
Jack Turner, Elliot J. Crowley, Gavin Gray, Amos J. Storkey, Michael F. P. O'Boyle
BlockSwap: Fisher-guided Block Substitution for Network Compression. CoRR (2019)
Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Amos J. Storkey
Deep Kernel Transfer in Gaussian Processes for Few-shot Learning. CoRR (2019)
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 (2018)
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)
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 (2018)
Jack Turner, Elliot J. Crowley, Valentin Radu, José Cano, Amos J. Storkey, Michael F. P. O'Boyle
HAKD: Hardware Aware Knowledge Distillation. CoRR (2018)