Hwang, Sehyun
- Combating Label Distribution Shift for Active Domain Adaptation
2022/08/13 by Hwang, Sehyun, Lee, Sohyun, Kim, Sungyeon +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Machine Learning (cs.LG)
- Adaptive Superpixel for Active Learning in Semantic Segmentation
2023/03/29 by Hoyoung Kim, Minhyeon Oh, Kim, Hoyoung +7 · 3 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms
- Learning Debiased Classifier with Biased Committee
2022/06/22 by Nayeong Kim, Kim, Nayeong, Sehyun Hwang +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Active Learning for Semantic Segmentation with Multi-class Label Query
2023/09/17 by Sehyun Hwang, Hwang, Sehyun, SoHyun Lee +9 · 2 citations
Computer Science · #68T07 #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.10 #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Active Label Correction for Semantic Segmentation with Foundation Models
2024/03/16 by Hoyoung Kim, Sehyun Hwang, Kim, Hoyoung +5 · 2 citations
Computer Science · #Natural Language Processing Techniques #Machine Learning and Data Classification #Web Data Mining and Analysis
- Extreme Point Supervised Instance Segmentation
2024/05/31 by Hyunjun Lee, Sehyun Hwang, Lee, Hyeonjun +3 · 1 citation
Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences