#flow matching21/06/2025
Generalization in Flow Matching Models Driven by Velocity Field Approximation, Not Noise
New research reveals that generalization in flow matching models emerges from the neural network's approximation of velocity fields during early trajectories, challenging the belief that stochasticity drives this process.