Search Results for author: Pauching Yap

Found 2 papers, 1 papers with code

Bayesian Online Meta-Learning

no code implementations28 Sep 2020 Pauching Yap, Hippolyt Ritter, David Barber

This work introduces a Bayesian online meta-learning framework to tackle the catastrophic forgetting and the sequential few-shot tasks problems.

Classification Meta-Learning +1

Addressing Catastrophic Forgetting in Few-Shot Problems

1 code implementation30 Apr 2020 Pauching Yap, Hippolyt Ritter, David Barber

We demonstrate that the popular gradient-based model-agnostic meta-learning algorithm (MAML) indeed suffers from catastrophic forgetting and introduce a Bayesian online meta-learning framework that tackles this problem.

Classification General Classification +2

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