Contrastive Flow Matching adds a negative flow-target term to the standard flow-matching loss, reporting large empirical gains, but the closed-form solution shows the term only applies a global rescaling and shift, not per-condition separation.
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Contrastive Flow Matching
Contrastive Flow Matching adds a negative flow-target term to the standard flow-matching loss, reporting large empirical gains, but the closed-form solution shows the term only applies a global rescaling and shift, not per-condition separation.