Research
Publications
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Continual few-shot learning with Hippocampal-inspired replay [PDF]
Gideon Kowadlo, Abdelrahman Ahmed, Amir Mayan, David Rawlinson
arXiv:2209.07863 [cs.NE], 2022 -
One-shot learning for the long term: consolidation with an artificial hippocampal algorithm [PDF]
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2021 International Joint Conference on Neural Networks (IJCNN), 2021 -
Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture [PDF]
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
Australasian Joint Conference on Artificial Intelligence, 2020 -
Use of an artificial hippocampal algorithm for one-shot and continual learning [PDF]
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
Poster presented at From Neuroscience to Artificially Intelligent Systems, 2020 -
AHA! an ‘Artificial Hippocampal Algorithm’ for Episodic Machine Learning [PDF] [Code]
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
arXiv:1909.10340 [cs.NE], 2019 -
Learning distant cause and effect using only local and immediate credit assignment [PDF] [Code]
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
arXiv:1905.11589 [stat.ML], 2019 (accepted to IJCNN 2011) -
Sparse Unsupervised Capsules Generalize Better [PDF] [Code]
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
arXiv:1804.06094 [cs.CV], 2018
You can also refer to my Google Scholar profile.
Other Articles
A selection of articles I have written elsewhere on the web.
- Optimization using Adam on Sparse Tensors — February 28, 2019
- Eagerly awaiting TensorFlow Eager Execution? — May 31 2018
- Experiment Infrastructure at Project AGI — September 12, 2018
- Choosing a Machine Learning Framework in 2018 — February 9, 2018
- Getting Started with ‘Street View House Numbers’ (SVHN) Dataset — January 31, 2018
- Literature Review: ‘A Distributional Perspective on Reinforcement Learning’ — October 8, 2017