• Agent Based Modeling and Simulation
• Network Centric Operation
• Network Optimization
• Simulation Based Optimization

• Machine learning
• Deep Generative Model: Diffusion Model, Variational Autoencoder
• Insufficient/incomplete Dataset: Learning with Noisy Labels, Domain Adaptation, Active Learning, Positive-Unlabeled Learning
• Scene Text Recognition (OCR)

• Machine learning
• Representation Learning
• Distribution Shift
• Generalization Problem: Noisy label, Spurious Correlation

• Machine learning

• Guidance and Control
• Systems Optimization
• Machine Learning

• Military and Defense Modeling and Simulation (M&S)

• Stochastic Process
• Dataset Optimization
• Active Learning

• Deep Generative Model

Machine Learning