Jose Morales

GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching

Set-to-set matching aims to identify correspondences between two sets of unordered items by minimizing a distance metric or maximizing a similarity measure. Traditional metrics, such as Chamfer Distance (CD) and Earth Mover’s Distance (EMD), are widely used for this purpose but often suffer from lim…