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researcher

J. Ashburner

14 papers hereh-index 9175.3k citations292 works total

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

author position
  • first author1
  • middle author4
  • last author7

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • eess.IV3
  • cs.LG2
  • stat.ML1
same name
  • J. Ashburner — 2 papers, h 3

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
20172023
most citedNonlinear Markov Random Fields Learned via Backpropagation

8 citations · 19 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 1 cited

Deep Variational Lesion-Deficit Mapping

Guilherme Pombo, Robert Gray, Amy P. K. Nelson +3

Causal mapping of the functional organisation of the human brain requires evidence of \textit{necessity} available at adequate scale only from pathological lesions of natural origi…

cs.LG2019

Bayesian Volumetric Autoregressive generative models for better semisupervised learning

Guilherme Pombo, Robert Gray, Tom Varsavsky +2

Deep generative models are rapidly gaining traction in medical imaging. Nonetheless, most generative architectures struggle to capture the underlying probability distributions of v…

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