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10/06/2020
The Effectiveness of Memory Replay in Large Scale Continual Learning
We study continual learning in the large scale setting where tasks in th...
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12/04/2019
Towards Robust Image Classification Using Sequential Attention Models
In this paper we propose to augment a modern neural-network architecture...
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10/15/2019
Orthogonal Gradient Descent for Continual Learning
Neural networks are achieving state of the art and sometimes super-human...
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08/13/2019
Quantum adiabatic machine learning with zooming
Recent work has shown that quantum annealing for machine learning (QAML)...
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06/06/2019
