Probing Representation Forgetting in Supervised and Unsupervised Continual Learning

Author:

Davari MohammadReza1,Asadi Nader1,Mudur Sudhir1,Aljundi Rahaf2,Belilovsky Eugene1

Affiliation:

1. Concordia University

2. Toyota Motor Europe

Funder

NSERC

Publisher

IEEE

Reference49 articles.

1. Effect of scale on catastrophic forgetting in neural networks;venkatesh ramasesh;International Conference on Learning Representations,0

2. Anatomy of catastrophic forgetting: Hidden representations and task semantics;ramasesh;ArXiv Preprint,2020

3. Toward understanding catastrophic forgetting in continual learning;nguyen;ArXiv Preprint,2019

4. Tutorial on maximum likelihood estimation

5. Catastrophic interference in connectionist networks: The sequential learning problem;mccloskey;Psychology of Learning and Motivation,1989

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