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Yuji Roh

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LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views

Feb 07, 2024
Yuji Roh, Qingyun Liu, Huan Gui, Zhe Yuan, Yujin Tang, Steven Euijong Whang, Liang Liu, Shuchao Bi, Lichan Hong, Ed H. Chi, Zhe Zhao

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Improving Fair Training under Correlation Shifts

Feb 05, 2023
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

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Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective

Dec 13, 2021
Steven Euijong Whang, Yuji Roh, Hwanjun Song, Jae-Gil Lee

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Sample Selection for Fair and Robust Training

Oct 27, 2021
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

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Responsible AI Challenges in End-to-end Machine Learning

Jan 15, 2021
Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo

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FairBatch: Batch Selection for Model Fairness

Dec 03, 2020
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

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Inspector Gadget: A Data Programming-based Labeling System for Industrial Images

Apr 07, 2020
Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Euijong Whang

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FR-Train: A mutual information-based approach to fair and robust training

Feb 24, 2020
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

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Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach

Apr 22, 2019
Ki Hyun Tae, Yuji Roh, Young Hun Oh, Hyunsu Kim, Steven Euijong Whang

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A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective

Nov 08, 2018
Yuji Roh, Geon Heo, Steven Euijong Whang

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