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Amos Storkey

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Defining Benchmarks for Continual Few-Shot Learning

Apr 15, 2020
Antreas Antoniou, Massimiliano Patacchiola, Mateusz Ochal, Amos Storkey

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Meta-Learning in Neural Networks: A Survey

Apr 11, 2020
Timothy Hospedales, Antreas Antoniou, Paul Micaelli, Amos Storkey

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DHOG: Deep Hierarchical Object Grouping

Mar 13, 2020
Luke Nicholas Darlow, Amos Storkey

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What Information Does a ResNet Compress?

Mar 13, 2020
Luke Nicholas Darlow, Amos Storkey

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Comparing recurrent and convolutional neural networks for predicting wave propagation

Mar 09, 2020
Stathi Fotiadis, Eduardo Pignatelli, Mario Lino Valencia, Chris Cantwell, Amos Storkey, Anil A. Bharath

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Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs

Feb 20, 2020
Valentin Radu, Kuba Kaszyk, Yuan Wen, Jack Turner, Jose Cano, Elliot J. Crowley, Bjorn Franke, Amos Storkey, Michael O'Boyle

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Deep Kernel Transfer in Gaussian Processes for Few-shot Learning

Oct 11, 2019
Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Amos Storkey

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BlockSwap: Fisher-guided Block Substitution for Network Compression

Jun 10, 2019
Jack Turner, Elliot J. Crowley, Gavin Gray, Amos Storkey, Michael O'Boyle

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Separable Layers Enable Structured Efficient Linear Substitutions

Jun 03, 2019
Gavin Gray, Elliot J. Crowley, Amos Storkey

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