219 citations · 233 across the 17 of their papers we have counts for
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cs.LG2018
Closed-Loop Memory GAN for Continual Learning
Amanda Rios, Laurent Itti
Sequential learning of tasks using gradient descent leads to an unremitting decline in the accuracy of tasks for which training data is no longer available, termed catastrophic for…
cs.LG2018
Overcoming catastrophic forgetting problem by weight consolidation and long-term memory
Shixian Wen, Laurent Itti
Sequential learning of multiple tasks in artificial neural networks using gradient descent leads to catastrophic forgetting, whereby previously learned knowledge is erased during l…