Kyle Vedder is a PhD candidate at the University of Pennsylvania where he is advised by Eric Eaton and Dinesh Jayaraman. Motivated by his goal of developing elder care robots, his research focuses on building 3D vision systems that scale with compute and data in order to allow learned behaviors to more quickly and robustly understand the world.