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James Chapman

2 papers hereh-index 364 citations5 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.CV1
  • cs.LG1
same name
  • James Chapman — 3 papers
  • James Chapman — 3 papers, h 1
  • James Chapman — 2 papers
  • James Chapman — 2 papers, h 1
  • James Chapman — 2 papers, h 1
  • James Chapman — 1 paper

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

most citedNovel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets

9 citations · 9 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 9 cited

Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets

James Chapman, Bohan Chen, Zheng Tan +3

Active learning improves the performance of machine learning methods by judiciously selecting a limited number of unlabeled data points to query for labels, with the aim of maximal…

cs.CV2023

Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities

Ana Lawry Aguila, James Chapman, Andre Altmann

One of the challenges of studying common neurological disorders is disease heterogeneity including differences in causes, neuroimaging characteristics, comorbidities, or genetic va…

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