Yongdai Kim

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Kunwoong Kim

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Publications

2024
[c13]
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Dongha Kim, Yongchan Choi, Kunwoong Kim, Ilsang Ohn, Yongdai Kim:
IOFM: Using the Interpolation Technique on the Over-Fitted Models to Identify Clean-Annotated Samples. AAAI 2024: 13104-13112
[c12]
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Dongha Kim, Jaesung Hwang, Jongjin Lee, Kunwoong Kim, Yongdai Kim:
ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models. ICML 2024
2023
[j27]
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Seonghyeon Kim, Sara Kim, Kunwoong Kim, Yongdai Kim:
L_q regularization for fair artificial intelligence robust to covariate shift. Stat. Anal. Data Min. 16(3): 237-256 (2023)
[i19]
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  - journals/corr/abs-2301-04257
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Dongha Kim, Jaesung Hwang, Jongjin Lee, Kunwoong Kim, Yongdai Kim:
ODIM: an efficient method to detect outliers via inlier-memorization effect of deep generative models. CoRR abs/2301.04257 (2023)
[i14]
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  - journals/corr/abs-2308-04018
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Dongyoon Yang, Kunwoong Kim, Yongdai Kim:
Improving Performance of Semi-Supervised Learning by Adversarial Attacks. CoRR abs/2308.04018 (2023)
2022
[j25]
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  - journals/nn/KimOKK22
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Kunwoong Kim, Ilsang Ohn, Sara Kim, Yongdai Kim:
SLIDE: A surrogate fairness constraint to ensure fairness consistency. Neural Networks 154: 441-454 (2022)
[c7]
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Dongha Kim, Kunwoong Kim, Insung Kong, Ilsang Ohn, Yongdai Kim:
Learning fair representation with a parametric integral probability metric. ICML 2022: 11074-11101
[i12]
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  - journals/corr/abs-2202-02943
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Dongha Kim, Kunwoong Kim, Insung Kong, Ilsang Ohn, Yongdai Kim:
Learning fair representation with a parametric integral probability metric. CoRR abs/2202.02943 (2022)
[i11]
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  - journals/corr/abs-2202-03165
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Kunwoong Kim, Ilsang Ohn, Sara Kim, Yongdai Kim:
SLIDE: a surrogate fairness constraint to ensure fairness consistency. CoRR abs/2202.03165 (2022)
2021
[i8]
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  - journals/corr/abs-2106-15185
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Dongha Kim, Yongchan Choi, Kunwoong Kim, Yongdai Kim:
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks. CoRR abs/2106.15185 (2021)

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