Flow Matching in the Low-Noise Regime: Pathologies and a Contrastive Remedy

Weili Zeng, Yichao Yan

Flow matching has recently emerged as a powerful alternative to diffusion models, providing a continuous-time formulation for generative modeling and representation learning. Yet,…