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59pr-59
Ct
Forget
Severity5/10
Catastrophic Forgetting
Drastic loss of previously learned knowledge when a neural network is trained on new tasks, especially problematic in continual learning.
Periodic recordReliabilityarXiv2020
Shuhao Gu, Yang Feng
Mitigation Strategy
Implementation of replay buffers with old data, Elastic Weight Consolidation (EWC) techniques, Progressive Neural Networks, and multi-task training.
Atomic Number
59
Ct
Risk ID
pr-59
Severity
5/10
Severity Level