公开(公告)号：US20240394932A1

公开(公告)日：2024-11-28

申请号：US18400873

申请日：2023-12-29

Applicant: Snap Inc.

Inventor： Pavlo Chemerys ,  Colin Eles ,  Ju Hu ,  Qing Jin ,  Yanyu Li ,  Ergeta Muca ,  Jian Ren ,  Dhgritiman Sagar ,  Aleksei Stoliar ,  Sergey Tulyakov ,  Huan Wang

IPC: G06T11/00 ,  G06N20/00 ,  G06T5/70 ,  G10L15/18 ,  G10L15/22

Abstract: Described is a system for improving machine learning models. In some cases, the system improves such models by identifying a performance characteristic for machine learning model blocks in an iterative denoising process of a machine learning model, connecting a prior machine learning model block with a subsequent machine learning model block of the machine learning model blocks within the machine learning model based on the identified performance characteristic, identifying a prompt of a user, the prompt indicative of an intent of the user for generative images, and analyzing data corresponding to the prompt using the machine learning model to generate one or more images, the machine learning model trained to generate images based on data corresponding to prompts.