12 citations · 17 across the 10 of their papers we have counts for
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cs.CV2021
A Random Point Initialization Approach to Image Segmentation with Variational Level-sets
J. N. Mueller, J. N. Corcoran
Image segmentation is an essential component in many image processing and computer vision tasks. The primary goal of image segmentation is to simplify an image for easier analysis,…
stat.CO2021★ 12 cited
Rare Events via Cross-Entropy Population Monte Carlo
Caleb Miller, Jem N. Corcoran, Michael D. Schneider
We present a Cross-Entropy based population Monte Carlo algorithm. This methods stands apart from previous work in that we are not optimizing a mixture distribution. Instead, we le…
q-bio.MN2021
Coupling from the Past for the Stochastic Simulation of Chemical Reaction Networks
J. N. Mueller, J. N. Corcoran
Chemical reaction networks (CRNs) are fundamental computational models used to study the behavior of chemical reactions in well-mixed solutions. They have been used extensively to…