Computer Science

Karthik Desingh's research focuses on addressing problems in sensing and perceiving the world for robot grasping, manipulation, and navigation. More precisely, he focuses on providing perceptual capabilities for robots using deep learning and probabilistic techniques to enable them to interact with objects and perform tasks in unstructured environments. His research interests broadly lie at the intersection of robotics, computer vision, and machine…

Caiwen Ding's research interests include algorithm-system co-design of machine learning/artificial intelligence; privacy-preserving machine learning; machine learning for electronic design automation (EDA); and computer architecture.