Dec 4, 2023
SUPERB: Improving the Efficiency of Creating and Maintaining ML Models Research from the Menzies Lab by Kewen Peng and Tim Menzies, NC State University, Department of Computer Science Large language…
Dec 1, 2023
Will Gleave, Sam Saltwick, Joe Hackett, Kyle Rose (Amazon Web Services) Stephen W, Lori W, Al J, Mike G, Troy W, Felicia M, James S, Brent Y Traditional computer vision…
Saniat J. Sohrawardi, Y. Kelly Wu, Matthew Wright (Rochester Institute of Technology) John L., Jacque J., Aaron W., Candice Gerstner Imagine an international summit happening in the near future. World…
Parenthetic LLC Project Overview Identifying events and the key entities, locations and features that characterize those events can be a useful tool in intelligence analysis, as it supports an intelligence…
2023 was a wild year for the Voice Triage Team. We set out on an exploration to observe the performance of two algorithms on ‘data-in-the-wild’ and explored the tangled jungle…
Mike G., Patti K., Susie B., Sue Mi K., Skip S. GUESS explores how artificial intelligence and machine learning can help an analyst identify relevant information in poor speech to…
Rob Capra, Jaime Arguello, Bogeum Choi, Mengtian Guo School of Information and Library Science, University of North Carolina at Chapel Hill Overview Analysis of audio data is an important activity in…
Antonio Girona (Pennsylvania State University), Grace B. (DoD), James Peters (NC State), Wenyuan Wang (UNC-Chapel Hill), R. Jordan Crouser (Smith College) Introduction In the high-stakes arena of national security, intelligence…
Benjamin Bauchwitz, Duke University Part 1: Introduction Image segmentation is a set of powerful computer vision processes in which images are divided into semantically meaningful regions. Different types of image…
Felecia ML., James S., Donita R. Background What happens when open-source computer vision models such as You Only Look Once (YOLO) try to detect objects such as customized weapons or…