191 citations · 426 across the 21 of their papers we have counts for
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cs.AI2021★ 1 cited
Selective Replay Enhances Learning in Online Continual Analogical Reasoning
Tyler L. Hayes, Christopher Kanan
In continual learning, a system learns from non-stationary data streams or batches without catastrophic forgetting. While this problem has been heavily studied in supervised image…
cs.AI2017★ 191 cited
Measuring Catastrophic Forgetting in Neural Networks
Ronald Kemker, Marc McClure, Angelina Abitino +2
Deep neural networks are used in many state-of-the-art systems for machine perception. Once a network is trained to do a specific task, e.g., bird classification, it cannot easily…