Introduction: Understanding Generalization in Deep Generative Models
Deep generative models, including diffusion and flow matching, have shown outstanding performance in synthesizing realistic multi-modal content across images,…
Why Generalization in Flow Matching Models Comes from Approximation, Not Stochasticity
