29 citations · 79 across the 18 of their papers we have counts for
Showing 2016Show all
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cs.CV2016★ 3 cited
A Transportation Distance for Signal Analysis
Matthew Thorpe, Serim Park, Soheil Kolouri +2
Transport based distances, such as the Wasserstein distance and earth mover's distance, have been shown to be an effective tool in signal and image analysis. The success of transpo…
cs.CV2016★ 23 cited
Transport-based analysis, modeling, and learning from signal and data distributions
Soheil Kolouri, Serim Park, Matthew Thorpe +2
Transport-based techniques for signal and data analysis have received increased attention recently. Given their abilities to provide accurate generative models for signal intensiti…
math.AP2016
Asymptotic Analysis of the Ginzburg-Landau Functional on Point Clouds
Matthew Thorpe, Florian Theil
The Ginzburg-Landau functional is a phase transition model which is suitable for clustering or classification type problems. We study the asymptotics of a sequence of Ginzburg-Land…