Understanding Catastrophic Forgetting

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The Biggest Obstacle for Continual Learning Machines

Lecture #2: Understanding Catastrophic Forgetting - Video Recording
Lecture #2: Understanding Catastrophic Forgetting - Slides
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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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Introduction & Motivation

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Scenarios & Benchmarks

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