Support-conditioned flow matching under the Gaussian OT path is exactly Nadaraya-Watson kernel smoothing with time-decreasing bandwidth, implemented by a single Gaussian attention head.
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Support-Conditioned Flow Matching Is Kernel Smoothing
Support-conditioned flow matching under the Gaussian OT path is exactly Nadaraya-Watson kernel smoothing with time-decreasing bandwidth, implemented by a single Gaussian attention head.