公开(公告)号：US20240419978A1

公开(公告)日：2024-12-19

申请号：US18738557

申请日：2024-06-10

Applicant: THE TORONTO-DOMINION BANK

Inventor： George Frazer Stein ,  Jesse Cole Cresswell ,  Rasa Hosseinzadeh ,  Yi Sui ,  Brendan Leigh Ross ,  Valentin Victor Villecroze ,  Zhaoyan Liu ,  Anthony Lawrence Caterini ,  Joseph Eric Timothy Taylor ,  Gabriel Loaiza Ganem

IPC: G06N3/09 ,  G06V10/774

Abstract: A variety of generative models are trained that are trained on a reference data set. The generative models are evaluated by candidate metrics to determine the relative rankings of the models as evaluated by the different candidate metrics. Rankings as generated by the models is compared with human evaluation of the generated results as simulated and the candidate metrics that most align with the human evaluation may then be used to automatically evaluate subsequent generative models. The candidate metrics may include various types of encoding models trained for non-generative purposes, such that the selected candidate metric may represent selecting an encoding model that performs well on the generative data.