My research bridges computer vision & machine learning with human cognition & human computer interaction. I draw inspiration from human cognition to develop representations for computer vision and build compositional, interpretable, few-shot machine learning models. Similarly, I use the advances in machine learning to enable agents that can learn to interact with people and learn from those interactions.