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researcher

Jamie Dougherty

2 papers hereh-index 182 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

most citedHierarchical Quantized Autoencoders

25 citations · 25 across the 2 of their papers we have counts for

collaborators

2 papers

eess.AS2024

An Empirical Analysis of Speech Self-Supervised Learning at Multiple Resolutions

Theo Clark, Benedetta Cevoli, Eloy de Jong +2

Self-supervised learning (SSL) models have become crucial in speech processing, with recent advancements concentrating on developing architectures that capture representations acro…

cs.LG2020★ 25 cited

Hierarchical Quantized Autoencoders

Will Williams, Sam Ringer, Tom Ash +3

Despite progress in training neural networks for lossy image compression, current approaches fail to maintain both perceptual quality and abstract features at very low bitrates. En…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.