152 citations · 306 across the 37 of their papers we have counts for
3 papers · 1 filter
Large Models for Small Devices: Recent Advances and Empirical Analysis of Edge AI Deployment
Subhransu Das, Jiaming Cheng, Arnav Kumar +6
Running large AI models on resource-constrained edge devices requires model compression to reduce model size and computation. What compresses well, however, need not deploy well. W…
Discovery of Driving Patterns by Trajectory Segmentation
Sobhan Moosavi, Arnab Nandi, Rajiv Ramnath
Telematics data is becoming increasingly available due to the ubiquity of devices that collect data during drives, for different purposes, such as usage based insurance (UBI), flee…
Characterizing Driving Context from Driver Behavior
Sobhan Moosavi, Behrooz Omidvar-Tehrani, R. Bruce Craig +2
Because of the increasing availability of spatiotemporal data, a variety of data-analytic applications have become possible. Characterizing driving context, where context may be th…