Generative Modeling from Black-box Corruptions via Self-Consistent Stochastic Interpolants

Chirag Modi, Jiequn Han, Eric Vanden-Eijnden +1

Transport-based methods have emerged as a leading paradigm for building generative models from large, clean datasets. However, in many scientific and engineering domains, clean dat…