Perron--Frobenius Operator Matching for Generative Modeling

Shiqi Zhang, Wuwei Wu, Jaemin Oh +2

We introduce Perron--Frobenius Operator Matching (PFOM), a generative framework that matches density evolution via the integral PF operator, subsuming flow, diffusion, and jump mod…