Sumyeong Ahn

1. Mitigating Dataset Bias by Using Per-sample Gradient
   2022/05/31 by Sumyeong Ahn, Seongyoon Kim, Ahn, Sumyeong +3 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition
   2023/02/10 by Sumyeong Ahn, Ahn, Sumyeong, Jongwoo Ko +3 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
3. VACoDe: Visual Augmented Contrastive Decoding
   2024/07/26 by Sihyeon Kim, Bokeum Cho, Kim, Sihyeon +7 · 3 citations
   Computer Science · #Data Visualization and Analytics
4. Fine tuning Pre trained Models for Robustness Under Noisy Labels
   2023/10/24 by Sumyeong Ahn, Sihyeon Kim, Ahn, Sumyeong +5 · 1 citation
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence #Computer Science #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Water Systems and Optimization
5. Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models
   2024/05/26 by Jiankun Wang, Sumyeong Ahn, Wang, Jiankun +17 · 1 citation
   Computer Science · #Machine Learning in Healthcare