📍Understanding Catastrophic Forgetting

The Biggest Obstacle for Continual Learning Machines

In this lecture we will address the following points:

  • What is catastrophic forgetting?

  • Understanding forgetting with one neuron

  • A deep learning example: Permuted and Split MNIST

  • Brainstorming session: how to solve forgetting?

  • Avalanche: an end-to-end library for continual learning research

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