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20192024
most citedHierarchical Indian Buffet Neural Networks for Bayesian Continual Learning

10 citations · 24 across the 9 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

eess.AS2021

An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning

Samuel Kessler, Bethan Thomas, Salah Karout

We present a method for transferring pre-trained self-supervised (SSL) speech representations to multiple languages. There is an abundance of unannotated speech, so creating self-s…

cs.LG2021

Same State, Different Task: Continual Reinforcement Learning without Interference

Samuel Kessler, Jack Parker-Holder, Philip Ball +2

Continual Learning (CL) considers the problem of training an agent sequentially on a set of tasks while seeking to retain performance on all previous tasks. A key challenge in CL i…