Probabilistic Geodesic Flow Matching on Location-Scale Families

arXiv:2609.34613 · stat.ML, cs.LG, math.PR · Submitted 2026-09-28 · Read on arXiv

stat.ML, cs.LG, math.PR

Submitted: 2026-09-28

Updated: 2026-09-28

Terminology

Flow Matching — 19× in this paper · explained in 8 episodes
Benchmark — 10× in this paper · explained in 2 episodes
Generative Model — 7× in this paper · explained in 2 episodes
Generative Modeling — 6× in this paper · explained in 3 episodes
Generative Models — 6× in this paper · explained in 3 episodes
Optimal Transport — 6× in this paper · explained in 5 episodes
Fisher Information — 4× in this paper · explained in 3 episodes
Generative AI — 4× in this paper · explained in 2 episodes
Optimal Transport (OT) — 4× in this paper · explained in 4 episodes
Regularization — 4× in this paper · explained in 3 episodes
Diffusion Model — 3× in this paper · explained in 8 episodes
Diffusion Models — 3× in this paper · explained in 6 episodes
Normalizing Flow — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Ablation — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Diffusion Processes — 1× in this paper · explained in 2 episodes
Generalization — 1× in this paper · explained in 13 episodes
Non-Gaussianity — 1× in this paper · explained in 2 episodes
Normalizing Flows — 1× in this paper · explained in 4 episodes

Sources

Flow Matching Guide and Code

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