VTV-FM: Flow Matching through Variational Terminal-Velocity Closure

arXiv:2610.00785 · cs.CV · Submitted 2026-09-30 · Read on arXiv

cs.CV

Submitted: 2026-09-30

Updated: 2026-09-30

Code: https://github.com/HaoyangJiang-WM/VTV-FM

Terminology

Consistency — 22× in this paper · explained in 3 episodes
Flow Matching — 20× in this paper · explained in 8 episodes
Ablation — 15× in this paper · explained in 1 episode
Optimal Transport — 9× in this paper · explained in 5 episodes
Benchmark — 7× in this paper · explained in 2 episodes
Rectified Flow — 5× in this paper · explained in 3 episodes
Ablation study — 4× in this paper · explained in 1 episode
Core — 4× in this paper · explained in 2 episodes
Generative Modeling — 4× in this paper · explained in 3 episodes
Fidelity — 2× in this paper · explained in 2 episodes
Generative Model — 2× in this paper · explained in 2 episodes
Regularization — 2× in this paper · explained in 3 episodes
Unified Framework — 2× in this paper · explained in 5 episodes
Commonwealth Cyber Initiative — 1× in this paper
Diffusion Model — 1× in this paper · explained in 8 episodes
Diffusion Models — 1× in this paper · explained in 6 episodes
Distribution Matching — 1× in this paper · explained in 2 episodes
Generative Models — 1× in this paper · explained in 2 episodes
Optimal Transport (OT) — 1× in this paper · explained in 4 episodes
Robustness — 1× in this paper · explained in 5 episodes
Theoretical Guarantees — 1× in this paper · explained in 2 episodes
Trace — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes

Sources

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