Search Results for author: Jaehyeon Son

Found 2 papers, 1 papers with code

When Meta-Learning Meets Online and Continual Learning: A Survey

no code implementations9 Nov 2023 Jaehyeon Son, Soochan Lee, Gunhee Kim

Over the past decade, deep neural networks have demonstrated significant success using the training scheme that involves mini-batch stochastic gradient descent on extensive datasets.

Continual Learning Meta-Learning

Recasting Continual Learning as Sequence Modeling

1 code implementation NeurIPS 2023 Soochan Lee, Jaehyeon Son, Gunhee Kim

That is, we propose to formulate continual learning as a sequence modeling problem, allowing advanced sequence models to be utilized for continual learning.

Continual Learning

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