Memorization to Generalization: Emergence of Diffusion Models from Associative Memory

Bao Pham, Gabriel Raya, Matteo Negri +3

Dense Associative Memories (DenseAMs) are generalizations of Hopfield networks, which have superior information storage capacity and can store training data points (memories) at lo…