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pro vyhledávání: '"Sidhu, Sammy"'
Autor:
Sidhu, Sammy, Wang, Linda, Naseer, Tayyab, Malhotra, Ashish, Chia, Jay, Ahuja, Aayush, Rasmussen, Ella, Huang, Qiangui, Gao, Ray
In autonomous driving, there has been an explosion in the use of deep neural networks for perception, prediction and planning tasks. As autonomous vehicles (AVs) move closer to production, multi-modal sensor inputs and heterogeneous vehicle fleets wi
Externí odkaz:
http://arxiv.org/abs/2112.00219
For real time applications utilizing Deep Neural Networks (DNNs), it is critical that the models achieve high-accuracy on the target task and low-latency inference on the target computing platform. While Neural Architecture Search (NAS) has been effe
Externí odkaz:
http://arxiv.org/abs/1908.01748
Autor:
Tomasello, Paden, Sidhu, Sammy, Shen, Anting, Moskewicz, Matthew W., Redmon, Nobie, Joshi, Gayatri, Phadte, Romi, Jain, Paras, Iandola, Forrest
Convolutional neural networks (CNNs) have become increasingly popular for solving a variety of computer vision tasks, ranging from image classification to image segmentation. Recently, autonomous vehicles have created a demand for depth information,
Externí odkaz:
http://arxiv.org/abs/1811.07070