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researcher

J. Aston

37 papers hereh-index 313.5k citations165 works total

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

author position
  • sole author1
  • first author4
  • middle author19
  • last author10

Across the 34 of 37 papers where every author was matched, so the position is known.

fields
  • stat.ME12
  • stat.AP11
  • cs.LG4
  • math.NA2
  • math.ST2
  • stat.CO2
same name
  • J. Aston — 2 papers, h 9

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedAccurate autocorrelation modeling substantially improves fMRI reliability

180 citations · 687 across the 34 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

1 paper · 2 filters

cs.LG2017★ 13 cited

Hidden Talents of the Variational Autoencoder

Bin Dai, Yu Wang, John Aston +2

Variational autoencoders (VAE) represent a popular, flexible form of deep generative model that can be stochastically fit to samples from a given random process using an informatio…

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