Depth reconstruction tries to obtain 3D scene geometry from incomplete or low-dimensional data — and it is usually a vital first step in many computational …
Personal data is under constant threat in the modern world --- from corporations looking to profit from over-collection and sale of personal data, to criminal …
In recent years, there has been a renewed interest in near-memory processing (NMP) architectures as a workaround for the performance and energy issues of frequent …
Considerable effort and enthusiasm has been directed towards building deep generative models of 3D shapes. Existing techniques can be divided into two categories: unstructured and …
Students often tackle programming problems with a flawed understanding of what the problem is asking. Some pedagogies attempt to address this by encouraging students to …
Reinforcement learning (RL) techniques have led to remarkable results in challenging domains such as Atari games, Go, and Starcraft, suggesting that practical applications lie just …
This dissertation primarily contributes to the visualization and visual analytics community. It offers findings and methods to expand the visualization design space and to deepen …
Free-hand interaction allows users to pick up, move, manipulate, and interact with virtual content using their hands. In the smartphone augmented reality (AR) environment, free-hand …
Robotic perception is a key step in any autonomous robotic task including manipulation, localization and planning. The more precise the perception system is, the more …