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Computer Systems for Physical AI
Two characteristics of emerging applications such as extended reality (XR), embodied/physical AI, and autonomous agents are reshaping the foundations of computer systems…
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
Like virtually every other field, the humanities have been profoundly transformed by technologies. Digital humanities as a broad scholarly enterprise emerged during the…
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…
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