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researcher

Kunwoong Kim

18 papers hereh-index 454 citations18 works total

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

author position
  • first author5
  • middle author12
  • last author1

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

fields
  • stat.ML9
  • cs.LG5
  • cs.AI2
  • cs.CV1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedSLIDE: a surrogate fairness constraint to ensure fairness consistency

5 citations · 10 across the 16 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Improving Performance of Semi-Supervised Learning by Adversarial Attacks

Dongyoon Yang, Kunwoong Kim, Yongdai Kim

Semi-supervised learning (SSL) algorithm is a setup built upon a realistic assumption that access to a large amount of labeled data is tough. In this study, we present a generalize…

stat.ML2023★ 1 cited

ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models

Dongha Kim, Jaesung Hwang, Jongjin Lee +2

The unsupervised outlier detection (UOD) problem refers to a task to identify inliers given training data which contain outliers as well as inliers, without any labeled information…

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