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Understanding Catastrophic Forgetting
The Biggest Obstacle for Continual Learning Machines
Lecture #2: Understanding Catastrophic Forgetting - Video Recording
Lecture #2: Understanding Catastrophic Forgetting - Slides
02_forgetting.pdf
2MB
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
Last modified 1yr ago