Hyun Oh Song

Deep Metric Learning via Facility Location

Hyun Oh Song, Stefanie Jegelka, Vivek Rathod et al. · 2017 · 302 citations

Image Similarity Metrics, Structured Prediction, Geometric Learning +18

Learning Transferrable Representations for Unsupervised Domain Adaptation

Ozan Şener, Hyun Oh Song, Ashutosh Saxena et al. · Neural Information Processing Systems · 2016 · 264 citations

Natural Language Processing, Few-shot Learning, Engineering +15

Semantic Instance Segmentation via Deep Metric Learning

Alireza Fathi, Zbigniew Wojna, Vivek Rathod et al. · arXiv (Cornell University) · 2017 · 211 citations · Full text

Scene Analysis, Machine Vision, Machine Learning +15

Deep Metric Learning via Lifted Structured Feature Embedding

Hyun Oh Song, Xiang Yu, Stefanie Jegelka et al. · 2016 · 144 citations · Full text

Few-shot Learning, Geometric Learning, Deep Metric Learning +18

Weakly-supervised Discovery of Visual Pattern Configurations

Hyun Oh Song, Yong Jae Lee, Stefanie Jegelka et al. · arXiv (Cornell University) · 2014 · 103 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +18