Search Results for author: Nayeong Kim

Found 2 papers, 1 papers with code

SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems

no code implementations2 Aug 2023 Moon Ye-Bin, Nam Hyeon-Woo, Wonseok Choi, Nayeong Kim, Suha Kwak, Tae-Hyun Oh

We live in an era of data floods, and deep neural networks play a pivotal role in this moment.

Fairness

Learning Debiased Classifier with Biased Committee

1 code implementation22 Jun 2022 Nayeong Kim, Sehyun Hwang, Sungsoo Ahn, Jaesik Park, Suha Kwak

We propose a new method for training debiased classifiers with no spurious attribute label.

Attribute

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