Tyler Ward
Graduate Research Assistant
Research Interests
Machine Learning
- Self-supervised learning
- Semi-supervised learning
- Multi-task learning
- Representation learning
- Deep reinforcement learning
Computer Vision
- Segmentation
- Object detection
- Object tracking
Medical Imaging
- Data-efficient medical imaging
- Breast cancer margin assessment
- Muscular injury/recovery
- Brain function recognition
- Brain disorder diagnosis
Industrial AI
- Predictive maintenance
- Sensor data imputation
- Data-driven quality improvement
- Simulation
Virtual Reality
- VR for K-12 STEM education
Natural Language Processing
- Topic modeling