Carré du champ flow matching: better quality-generalisation tradeoff in generative models

Jacob Bamberger, Iolo Jones, Dennis Duncan +3

Deep generative models often face a fundamental tradeoff: high sample quality can come at the cost of memorisation, where the model reproduces training data rather than generalisin…