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Liangzu Peng

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RESEARCH · CL_05190 · Apr 27 · 04:00

Recovery Guarantees for Continual Learning of Dependent Tasks: Memory, Data-Dependent Regularization, and Data-Dependent Weights

Researchers have developed Functional Task Networks (FTN), a novel continual learning method inspired by the mammalian neocortex. FTN uses a self-organizing binary mask to isolate parameters for different tasks, prevent…