Unfolding Generative Flows with Koopman Operators: Trajectory-Preserving Linearization

Erkan Turan, Aristotelis Siozopoulos, Louis Martinez +3

Continuous Normalizing Flows (CNFs) enable elegant generative modeling but remain bottlenecked by their iterative nature requiring costly sampling and lacking interpretability of t…