David Rawlinson

25 papers A* 1A 1B 3Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Active perception and disentangled representations allow continual, episodic zero and few-shot learning. CoRR David Rawlinson, Gideon Kowadlo
2025	J	`jnl`	HRM-Agent: Training a recurrent reasoning model in dynamic environments using reinforcement learning. CoRR Long H. Dang, David Rawlinson
2024	—	`conf`	Deep Learning in a Bilateral Brain with Hemispheric Specialisation. LOD (3) Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo
2022	J	`jnl`	Continual few-shot learning with Hippocampal-inspired replay. CoRR Gideon Kowadlo, Abdelrahman Ahmed, Amir Mayan, David Rawlinson
2022	J	`jnl`	Deep learning in a bilateral brain with hemispheric specialization. CoRR Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo
2021	B	`conf`	Learning distant cause and effect using only local and immediate credit assignment. IJCNN David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
2021	B	`conf`	One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. IJCNN Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2021	J	`jnl`	One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. CoRR Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2020	—	`conf`	Long Distance Relationships Without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling. ANNPR Jeremy Gordon, David Rawlinson, Subutai Ahmad
2020	—	`conf`	Self-organising Neural Network Hierarchy. Australasian Conference on Artificial Intelligence Satya Borgohain, Gideon Kowadlo, David Rawlinson, Christoph Bergmeir, Kok Loo, Harivallabha Rangarajan, Levin Kuhlmann
2020	—	`conf`	Unsupervised One-Shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. Australasian Conference on Artificial Intelligence Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2020	J	`jnl`	Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. CoRR Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2019	J	`jnl`	AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning. CoRR Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2019	J	`jnl`	Learning distant cause and effect using only local and immediate credit assignment. CoRR David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
2019	J	`jnl`	Long Distance Relationships without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling. CoRR Jeremy Gordon, David Rawlinson, Subutai Ahmad
2018	J	`jnl`	Sparse Unsupervised Capsules Generalize Better. CoRR David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
2017	—	`conf`	Computational Neuroscience Offers Hints for More General Machine Learning. AGI David Rawlinson, Gideon Kowadlo
2014	—	`conf`	Cell density in prostate histopathology images as a measure of tumor distribution. Digital Pathology Hayley M. Reynolds, Scott Williams, Alan M. Zhang, Cheng Soon Ong, David Rawlinson, Rajib Chakravorty, Catherine Mitchell, Annette Haworth
2012	J	`jnl`	Robust Foreground Detection: A Fusion of Masked GreyWorld, Probabilistic Gradient Information and Extended Conditional Random Field Approach. Sensors Mohd Asyraf Zulkifley, William Moran, David Rawlinson
2012	J	`jnl`	Robust Observation Detection for Single Object Tracking: Deterministic and Probabilistic Patch-Based Approaches. Sensors Mohd Asyraf Zulkifley, David Rawlinson, William Moran
2012	B	`conf`	Robust hierarchical multiple hypothesis tracker for multiple object tracking. ICIP Mohd Asyraf Zulkifley, William Moran, David Rawlinson
2008	J	`jnl`	Topologically-directed navigation. Robotica David Rawlinson, Ray A. Jarvis
2008	J	`jnl`	Ways to Tell Robots Where to Go - Directing Autonomous Robots Using Topological Instructions. IEEE Robotics Autom. Mag. David Rawlinson, Ray A. Jarvis
2006	A*	`conf`	Bi-modal Search using Complementary Sensing (Olfaction/Vision) for Odour Source Localisation. ICRA Gideon Kowadlo, David Rawlinson, R. Andrew Russell, Ray A. Jarvis
2006	A	`conf`	Simple yet Effective Visuo-Spatial Topological Mapping. IROS David Rawlinson, Ray A. Jarvis