📍Understanding Catastrophic Forgetting

The Biggest Obstacle for Continual Learning Machines

Lecture #2: Understanding Catastrophic Forgetting - Video Recording

Lecture #2: Understanding Catastrophic Forgetting - Slides

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02_forgetting.pdf

pdf

Slides PDF

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