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Amortized Optimal Transport from Sliced Potentials

Truong, Minh-Phuc et al.
arXiv (All) · Papers
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machine-learning
We propose a novel amortized optimization method for predicting optimal transport (OT) plans across multiple pairs of measures by leveraging Kantorovich potentials derived from sliced OT. We introduce two amortization strategies: regression-based amortization (RA-OT) and objective-based amortization
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