I am Hakjin Lee, ML/CV research engineer @ Satrec Initiative.
- Probabilistic Modeling
- Optimization & Generalization
- Meta Learning
- Learing with limited supervisions in Computer Vision
- Extend ML-based methods beyond image classification
- Few-Shot Learning
- Incremental Learning
- Coninual Learning - for Object Detection
- Bayesian Neural Network
- Higher-order Optimization