Continual Learning and Catastrophic Forgetting
42:07
YouTubePaul Hand
Continual Learning and Catastrophic Forgetting
A lecture that discusses continual learning and catastrophic forgetting in deep neural networks. We discuss the context, methods for evaluating algorithms, and algorithms based on regularization, dynamic architectures, and Complementary Learning Systems. Specifically, we discuss data permutation tasks, incremental task learning, multimodal ...
17.2K viewsJun 15, 2020
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