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Amos Storkey

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Hamiltonian prior to Disentangle Content and Motion in Image Sequences

Dec 02, 2021
Asif Khan, Amos Storkey

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Better Training using Weight-Constrained Stochastic Dynamics

Jun 20, 2021
Benedict Leimkuhler, Tiffany Vlaar, Timothée Pouchon, Amos Storkey

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How Sensitive are Meta-Learners to Dataset Imbalance?

Apr 12, 2021
Mateusz Ochal, Massimiliano Patacchiola, Amos Storkey, Jose Vazquez, Sen Wang

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Few-Shot Learning with Class Imbalance

Jan 07, 2021
Mateusz Ochal, Massimiliano Patacchiola, Amos Storkey, Jose Vazquez, Sen Wang

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Latent Adversarial Debiasing: Mitigating Collider Bias in Deep Neural Networks

Nov 19, 2020
Luke Darlow, Stanisław Jastrzębski, Amos Storkey

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Non-greedy Gradient-based Hyperparameter Optimization Over Long Horizons

Jul 15, 2020
Paul Micaelli, Amos Storkey

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Constraint-Based Regularization of Neural Networks

Jun 17, 2020
Benedict Leimkuhler, Timothée Pouchon, Tiffany Vlaar, Amos Storkey

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Optimizing Grouped Convolutions on Edge Devices

Jun 17, 2020
Perry Gibson, José Cano, Jack Turner, Elliot J. Crowley, Michael O'Boyle, Amos Storkey

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Self-Supervised Relational Reasoning for Representation Learning

Jun 10, 2020
Massimiliano Patacchiola, Amos Storkey

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Neural Architecture Search without Training

Jun 08, 2020
Joseph Mellor, Jack Turner, Amos Storkey, Elliot J. Crowley

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