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researcher

Ildoo Kim

20 papers hereh-index 429.8k citations250 works total

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

author position
  • sole author4
  • first author11
  • middle author4
  • last author1

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • math.AP4
  • math.PR4
  • cs.CV3
  • physics.flu-dyn3
  • cs.LG2
  • math.FA2
same name
  • Ildoo Kim — 2 papers
  • Ildoo Kim — 2 papers
  • Ildoo Kim — 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

activity
20132021
most citedtorchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models

32 citations · 73 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2020

AutoCLINT: The Winning Method in AutoCV Challenge 2019

Woonhyuk Baek, Ildoo Kim, Sungwoong Kim +1

NeurIPS 2019 AutoDL challenge is a series of six automated machine learning competitions. Particularly, AutoCV challenges mainly focused on classification tasks on visual domain. I…

cs.LG2019

Fast AutoAugment

Sungbin Lim, Ildoo Kim, Taesup Kim +2

Data augmentation is an essential technique for improving generalization ability of deep learning models. Recently, AutoAugment has been proposed as an algorithm to automatically s…

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