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researcher

G. Nam

14 papers hereh-index 7139 citations16 works total

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

author position
  • first author5
  • middle author7

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

fields
  • cs.LG12
  • cond-mat.stat-mech1
  • cs.AI1
same name
  • G. Nam — 4 papers, h 3
  • G. Nam — 3 papers, h 12
  • G. Nam — 2 papers, h 3
  • G. Nam — 1 paper, h 1
  • G. Nam — 1 paper, h 3
  • G. Nam — 1 paper, h 7

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
20212026
most citedDiversity Matters When Learning From Ensembles

17 citations · 19 across the 11 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 1 cited

Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation

Giung Nam, Hyungi Lee, Byeongho Heo +1

Ensembles of deep neural networks have demonstrated superior performance, but their heavy computational cost hinders applying them for resource-limited environments. It motivates d…

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