For near distribution pairs, optimal Laplace-smoothed sliced-transport slicers have nearby minimizers, and a minibatch variant is guaranteed to track the full objective while enabling amortized reuse on point-cloud tasks.
Optimal flow matching: Learning straight trajectories in just one step
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
For near distribution pairs, optimal Laplace-smoothed sliced-transport slicers have nearby minimizers, and a minibatch variant is guaranteed to track the full objective while enabling amortized reuse on point-cloud tasks.