1 code implementation • 17 Aug 2022 • Kartikeya Bhardwaj, James Ward, Caleb Tung, Dibakar Gope, Lingchuan Meng, Igor Fedorov, Alex Chalfin, Paul Whatmough, Danny Loh
To address this question, we propose a new paradigm called Restructurable Activation Networks (RANs) that manipulate the amount of non-linearity in models to improve their hardware-awareness and efficiency.
no code implementations • 17 Mar 2022 • Jacob Pritzker, James Ward, Yonina C. Eldar
As radio-frequency (RF) antenna, component and processing capabilities increase, the ability to perform multiple RF system functions from a common aperture is being realized.
1 code implementation • 29 Dec 2021 • Kartikeya Bhardwaj, Dibakar Gope, James Ward, Paul Whatmough, Danny Loh
Autonomous systems are highly vulnerable to a variety of adversarial attacks on Deep Neural Networks (DNNs).
no code implementations • 4 Mar 2020 • Julie Stephany Berrio, Mao Shan, Stewart Worrall, James Ward, Eduardo Nebot
This paper presents an approach to fuse different sensory information, Light Detection and Ranging (lidar) scans and camera images.