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Sungwon Han

18 papers hereh-index 15680 citations36 works total

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

author position
  • first author9
  • middle author8

Across the 17 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.CV5
  • cs.AI3
  • cs.CL1
  • cs.CR1
  • cs.CY1
same name
  • Sungwon Han — 4 papers, h 6

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
20192025
most citedImproving Unsupervised Image Clustering With Robust Learning

9 citations · 31 across the 17 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CV2020★ 9 cited

Improving Unsupervised Image Clustering With Robust Learning

Sungwon Park, Sungwon Han, Sundong Kim +4

Unsupervised image clustering methods often introduce alternative objectives to indirectly train the model and are subject to faulty predictions and overconfident results. To overc…

cs.LG2020

Active Learning for Human-in-the-Loop Customs Inspection

Sundong Kim, Tung-Duong Mai, Sungwon Han +5

We study the human-in-the-loop customs inspection scenario, where an AI-assisted algorithm supports customs officers by recommending a set of imported goods to be inspected. If the…

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