Flow Matching Objective

Learning velocity fields directly for generative modeling.

Position in the series

continuous normalizing flow -> flow matching objective

Outline

From score fields to velocity fields.
Conditional probability paths.
Target velocity field.
Flow matching loss.
Relation to CNF training without likelihood.
Relation to diffusion and rectified flow.
Why this closes the route from ELBO to velocity field.

Notes

Write here.