QC-FM constructs flow-matching source samples by mapping projected data ranks to Gaussian quantiles, without solving a batch assignment, and reports FID improvements up to 12.9% over the independent-coupling baseline.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
One-Sided Quantile Coupling for Flow Matching
QC-FM constructs flow-matching source samples by mapping projected data ranks to Gaussian quantiles, without solving a batch assignment, and reports FID improvements up to 12.9% over the independent-coupling baseline.