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researcher

Sam Buchanan

3 papers here

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • math.OC1
  • stat.ML1
same name
  • Sam Buchanan — 3 papers

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
20182022
most citedDeep Networks Provably Classify Data on Curves

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

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2022★ 1 cited

Resource-Efficient Invariant Networks: Exponential Gains by Unrolled Optimization

Sam Buchanan, Jingkai Yan, Ellie Haber +1

Achieving invariance to nuisance transformations is a fundamental challenge in the construction of robust and reliable vision systems. Existing approaches to invariance scale expon…

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