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Samuel L. Smith

23 papers hereh-index 205k citations27 works total

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

author position
  • sole author1
  • first author6
  • middle author9
  • last author6

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.AI2
  • cs.CV2
  • stat.ML2
  • cs.CL1
same name
  • Samuel L. Smith — 3 papers, h 4
  • Samuel L. Smith — 2 papers, h 4

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
20162023
most citedOffline bilingual word vectors, orthogonal transformations and the inverted softmax

264 citations · 748 across the 15 of their papers we have counts for

collaborators
Showing 2018 · cs.AIShow all

1 paper · 2 filters

cs.AI2018

Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks

Vitalii Zhelezniak, Dan Busbridge, April Shen +2

Experimental evidence indicates that simple models outperform complex deep networks on many unsupervised similarity tasks. We provide a simple yet rigorous explanation for this beh…

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