Yuji Roh
- Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
2021/12/13 by Steven Euijong Whang, Yuji Roh, Whang, Steven Euijong +5 · 12 citations
Decision Sciences · Computer Science · #Data Quality and Management #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning
- Data collection and quality challenges in deep learning: a data-centric AI perspective
2023/01/03 by Steven Euijong Whang, Yuji Roh, Hwanjun Song +1 · 7 citations
- FR-Train: A Mutual Information-Based Approach to Fair and Robust Training
2020/02/24 by Yuji Roh, Roh, Yuji, Kangwook Lee +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems #Reinforcement Learning in Robotics
- Improving Fair Training under Correlation Shifts
2023/02/05 by Yuji Roh, Kangwook Lee, Roh, Yuji +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- PFGuard: A Generative Framework with Privacy and Fairness Safeguards
2024/10/03 by Soyeon Kim, Yuji Roh, Kim, Soyeon +5 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection
- LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views
2024/02/07 by Yuji Roh, Roh, Yuji, Qingyun Liu +19 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)