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Ioannis Pitas (AUTH)
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This lecture overviews Continual Learning that has many applications in DNN training and adaptation. It covers the following topics in detail: catastrophic forgetting, Regularization CL Methods EWC model), Dynamic CL Approaches (DEN model), Complementary architectures (Fearnet model).
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