Research

Visual Computing Systems

Visual computing systems have to simultaneously: 1) capture massive amount of visual data (through image sensors), 2) interpret the visual data to provide intelligent…

Human Perception and Cognition

We take The Art of Painting from Johannes Vermeer, decouple it into three channels: luminance, red-green, and blue-yellow. We then spatially blur one of the channels while…

Computational Humanities

Art and culture, at their best, lie in the act of discovery: seeing what is hidden and rejecting the fallacy that what we see is all there is. Almost every great piece of…

Robotic Computing

Robotic computing has reached a tipping point. A myriad of autonomous machines such as drones, logistic robots, and self-driving cars are on the cusp of becoming an integral…

Machine Learning Systems

Through exploiting sparsity, quantization, and co-designing the electrical and optical hardware, our work aims to improve the performance, energy efficiency, and robustness…

Watt Wise Web

The Web has fundamentally shaped how we think, communicate, and innovate. Web 1.0 provided means to retrieve information that would have never been reachable. Web 2.0 aimed…