Hyun Oh Song
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Reinforcement Learning in Robotics
Most-Cited Works
- → Deep Metric Learning via Facility Location(2017)303 cited
- Learning Transferrable Representations for Unsupervised Domain Adaptation(2016)
- → Semantic Instance Segmentation via Deep Metric Learning(2017)211 cited
- → Deep Metric Learning via Lifted Structured Feature Embedding(2016)144 cited
- → Weakly-supervised Discovery of Visual Pattern Configurations(2014)103 cited
- → Sparselet Models for Efficient Multiclass Object Detection(2012)77 cited
- → Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup(2020)72 cited
- → Learning to Detect Visual Grasp Affordance(2015)64 cited
- → Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization(2019)55 cited
- → Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble(2021)48 cited