no code implementations • 5 Nov 2021 • Ian A. Palmer, T. Nathan Mundhenk, Brian Gallagher, Yong Han
It is common in computer vision to employ an explainable AI saliency map to tell one what parts of an image are important to the network's decision.
no code implementations • 5 Jan 2019 • Bhavya Kailkhura, Brian Gallagher, Sookyung Kim, Anna Hiszpanski, T. Yong-Jin Han
We also propose a transfer learning technique and show that the performance loss due to models' simplicity can be overcome by exploiting correlations among different material properties.
no code implementations • 3 Oct 2016 • Ivan Brugere, Brian Gallagher, Tanya Y. Berger-Wolf
Do two animals who physically co-locate have a social bond?
no code implementations • 2 Aug 2016 • Timothy La Fond, Jennifer Neville, Brian Gallagher
An important task in network analysis is the detection of anomalous events in a network time series.
no code implementations • 15 Oct 2014 • Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos
How can we detect suspicious users in large online networks?