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CyclOT: Learning Quadratic Optimal Transport Maps via Synchronized Forward-Backward Interpolants

Xu, Shizhou et al.
arXiv (OAI Expanded) · Papers
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optimization-and-control
We study the recovery of forward and reverse quadratic optimal-transport maps from unpaired samples in high dimensions. We introduce a bidirectional neural framework in which the learned maps induce forward and backward displacement interpolants, while the training objective combines bidirectional q
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