Laboratory

Research Focus

Our laboratory focuses on building controllable and reliable machine vision systems—developing methods to guide models to follow constraints, enhance interpretability, and quantify or reduce uncertainty in predictions.

Research Areas

• Constrained machine learning
• Model interpretability and explainability
• Uncertainty quantification
• Computer vision applications