9 citations · 11 across the 3 of their papers we have counts for
3 papers · 1 filter
On transfer learning using a MAC model variant
Vincent Marois, T. S. Jayram, Vincent Albouy +3
We introduce a variant of the MAC model (Hudson and Manning, ICLR 2018) with a simplified set of equations that achieves comparable accuracy, while training faster. We evaluate bot…
Learning to Remember, Forget and Ignore using Attention Control in Memory
T. S. Jayram, Younes Bouhadjar, Ryan L. McAvoy +4
Typical neural networks with external memory do not effectively separate capacity for episodic and working memory as is required for reasoning in humans. Applying knowledge gained…
Using Multi-task and Transfer Learning to Solve Working Memory Tasks
T. S. Jayram, Tomasz Kornuta, Ryan L. McAvoy +1
We propose a new architecture called Memory-Augmented Encoder-Solver (MAES) that enables transfer learning to solve complex working memory tasks adapted from cognitive psychology.…