Adynamical systems view of training generativemodels and the memorization phenomenon

ArXi:2605.19483v1 Announce Type: new Using recent works of one of the authors (VSB) on collapse in generative models and two time scale dynamics in stochastic gradient descent in high dimensions, we give a system theoretic explanation of the memorization phenomenon in generative models. This relies purely on the dynamic aspects of the