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Generation and Consolidation of Recollections for Efficient Deep Lifelong Learning
In this paper, we explore the relationship between lossy compression and the resource constrained lifelong learning problem of function transferability.
Scalable Recollections for Continual Lifelong Learning
Given the recent success of Deep Learning applied to a variety of single tasks, it is natural to consider more human-realistic settings.
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