Convergence Analysis of Flow Matching in Latent Space with Transformers

Yuling Jiao, Yanming Lai, Yang Wang +1

We present theoretical convergence guarantees for ODE-based generative models, specifically flow matching. We use a pre-trained autoencoder network to map high-dimensional original…