3 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.AR2022★ 1 cited
Crescent: Taming Memory Irregularities for Accelerating Deep Point Cloud Analytics
Yu Feng, Gunnar Hammonds, Yiming Gan +1
3D perception in point clouds is transforming the perception ability of future intelligent machines. Point cloud algorithms, however, are plagued by irregular memory accesses, lead…
cs.AR2020
Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines
Yiming Gan, Bo Yu, Boyuan Tian +7
We develop and commercialize autonomous machines, such as logistic robots and self-driving cars, around the globe. A critical challenge to our -- and any -- autonomous machine is a…
cs.AR2020★ 3 cited
Ptolemy: Architecture Support for Robust Deep Learning
Yiming Gan, Yuxian Qiu, Jingwen Leng +2
Deep learning is vulnerable to adversarial attacks, where carefully-crafted input perturbations could mislead a well-trained Deep Neural Network to produce incorrect results. Today…