Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks. - Jack Turner; José Cano 001; Valentin Radu; Elliot J. Crowley; Michael F. P. O'Boyle; Amos J. Storkey (IISWC, 2018)

Pruning neural networks: is it time to nip it in the bud? - Elliot J. Crowley; Jack Turner; Amos J. Storkey; Michael F. P. O'Boyle (CoRR, 2018)

HAKD: Hardware Aware Knowledge Distillation. - Jack Turner; Elliot J. Crowley; Valentin Radu; José Cano 001; Amos J. Storkey; Michael F. P. O'Boyle (CoRR, 2018)

Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs. - Valentin Radu; Kuba Kaszyk; Yuan Wen; Jack Turner; José Cano 001; Elliot J. Crowley; Björn Franke; Amos J. Storkey; Michael F. P. O'Boyle (IISWC, 2019)

BlockSwap: Fisher-guided Block Substitution for Network Compression. - Jack Turner; Elliot J. Crowley; Gavin Gray; Amos J. Storkey; Michael F. P. O'Boyle (CoRR, 2019)

Deep Kernel Transfer in Gaussian Processes for Few-shot Learning. - Massimiliano Patacchiola; Jack Turner; Elliot J. Crowley; Amos J. Storkey (CoRR, 2019)

Optimizing Grouped Convolutions on Edge Devices. - Perry Gibson; José Cano 001; Jack Turner; Elliot J. Crowley; Michael F. P. O'Boyle; Amos J. Storkey (ASAP, 2020)

BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget. - Jack Turner; Elliot J. Crowley; Michael F. P. O'Boyle; Amos J. Storkey; Gavin Gray (ICLR, 2020)

Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels. - Massimiliano Patacchiola; Jack Turner; Elliot J. Crowley; Michael F. P. O'Boyle; Amos J. Storkey (NeurIPS, 2020)

Automatic generation of specialized direct convolutions for mobile GPUs. - Naums Mogers; Valentin Radu; Lu Li; Jack Turner; Michael F. P. O'Boyle; Christophe Dubach (GPGPU@PPoPP, 2020)

Neural Architecture Search without Training. - Joseph Charles Mellor; Jack Turner; Amos J. Storkey; Elliot J. Crowley (CoRR, 2020)

Neural Architecture Search without Training. - Joe Mellor; Jack Turner; Amos J. Storkey; Elliot J. Crowley (ICML, 2021)

Substituting Convolutions for Neural Network Compression. - Elliot J. Crowley; Gavin Gray; Jack Turner; Amos J. Storkey (IEEE Access, 2021)

Neural Architecture Search as Program Transformation Exploration. - Jack Turner; Elliot J. Crowley; Michael F. P. O'Boyle (Commun. ACM, 2024)