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BI 123 Irina Rish: Continual Learning

Brain Inspired

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Is Continuous Learning a Synonym for Continuous Learning?

Ake: There's this huge problem in deep learning called catastrophic forgetting, where once the network is trained on one task, you train it to learn a new task, it forget. And so there's been this explosion in lifelong learning methods, one of which is continual learning. Ake: So forst are still within the umbrella of continual learning, but kand of different formulations of how you might go about training your system to do that continued lording.

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