David Rawlinson

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 14

Top Topics

Histopathology Images

Computational Neuroscience

Tumor Detection

Top Venues

Australasian Conference on Artificial Intelligence

Publications

Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo
Deep learning in a bilateral brain with hemispheric specialization. CoRR (2022)
Gideon Kowadlo, Abdelrahman Ahmed, Amir Mayan, David Rawlinson
Continual few-shot learning with Hippocampal-inspired replay. CoRR (2022)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. IJCNN (2021)
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
Learning distant cause and effect using only local and immediate credit assignment. IJCNN (2021)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. CoRR (2021)
Jeremy Gordon, David Rawlinson, Subutai Ahmad
Long Distance Relationships Without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling. ANNPR (2020)
Satya Borgohain, Gideon Kowadlo, David Rawlinson, Christoph Bergmeir, Kok Loo, Harivallabha Rangarajan, Levin Kuhlmann
Self-organising Neural Network Hierarchy. Australasian Conference on Artificial Intelligence (2020)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
Unsupervised One-Shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. Australasian Conference on Artificial Intelligence (2020)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. CoRR (2020)
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
Learning distant cause and effect using only local and immediate credit assignment. CoRR (2019)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning. CoRR (2019)
Jeremy Gordon, David Rawlinson, Subutai Ahmad
Long Distance Relationships without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling. CoRR (2019)
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
Sparse Unsupervised Capsules Generalize Better. CoRR (2018)
David Rawlinson, Gideon Kowadlo
Computational Neuroscience Offers Hints for More General Machine Learning. AGI (2017)
Hayley M. Reynolds, Scott Williams, Alan M. Zhang, Cheng Soon Ong, David Rawlinson, Rajib Chakravorty, Catherine Mitchell, Annette Haworth
Cell density in prostate histopathology images as a measure of tumor distribution. Medical Imaging: Digital Pathology (2014)
Mohd Asyraf Zulkifley, William Moran, David Rawlinson
Robust Foreground Detection: A Fusion of Masked GreyWorld, Probabilistic Gradient Information and Extended Conditional Random Field Approach. Sensors 12 (5) (2012)
Mohd Asyraf Zulkifley, William Moran, David Rawlinson
Robust hierarchical multiple hypothesis tracker for multiple object tracking. ICIP (2012)
Mohd Asyraf Zulkifley, David Rawlinson, William Moran
Robust Observation Detection for Single Object Tracking: Deterministic and Probabilistic Patch-Based Approaches. Sensors 12 (11) (2012)
David Rawlinson, Ray A. Jarvis
Ways to Tell Robots Where to Go - Directing Autonomous Robots Using Topological Instructions. IEEE Robotics Autom. Mag. 15 (2) (2008)
David Rawlinson, Ray A. Jarvis
Topologically-directed navigation. Robotica 26 (2) (2008)
Gideon Kowadlo, David Rawlinson, R. Andrew Russell, Ray A. Jarvis
Bi-modal Search using Complementary Sensing (Olfaction/Vision) for Odour Source Localisation. ICRA (2006)
David Rawlinson, Ray A. Jarvis
Simple yet Effective Visuo-Spatial Topological Mapping. IROS (2006)