Temporal Lifting as Latent-Space Regularization for Continuous-Time Flow Models in AI Systems

Jeffrey Camlin

We present a latent-space formulation of adaptive temporal lifting for continuous-time dynamical systems. The method introduces a smooth monotone mapping $t\mapsto \tau (t)$ that regu…