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E. Garyfallidis

4 papers hereh-index 245.3k citations78 works total

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

author position
  • first author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.IV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedPatch2Self: Denoising Diffusion MRI with Self-Supervised Learning

40 citations · 46 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 1 cited

ThetA -- fast and robust clustering via a distance parameter

Eleftherios Garyfallidis, Shreyas Fadnavis, Jong Sung Park +4

Clustering is a fundamental problem in machine learning where distance-based approaches have dominated the field for many decades. This set of problems is often tackled by partitio…

cs.LG2020★ 40 cited

Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning

Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis

Diffusion-weighted magnetic resonance imaging (DWI) is the only noninvasive method for quantifying microstructure and reconstructing white-matter pathways in the living human brain…

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