Professors

Carleton University · School of Computer Science

machine learning · deep learning · computer vision · natural language processing

• interpretable machine learning
• explainable ai
• deep neural networks
• transfer learning
• black-box model interpretation
• few-shot learning

Carleton University · School of Computer Science

machine learning · artificial intelligence · computer vision · natural language processing · medical data analysis

• representation learning
• domain adaptation and generalization
• few-shot learning
• zero-shot learning
• continual learning
• weakly supervised learning