公开(公告)号：US11514313B2

公开(公告)日：2022-11-29

申请号：US16580649

申请日：2019-09-24

Applicant: Google LLC

Inventor： Samaneh Azadi ,  Ian Goodfellow ,  Catherine Olsson ,  Augustus Quadrozzi Odena

IPC: G06N3/08 ,  G06N3/04 ,  G10L15/16

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for providing a data sample in response to a request for a data sample. In one aspect, a method comprises: receiving a request for a new data sample; until a candidate new data sample is generated that satisfies an acceptance criterion, performing operations comprising: generating a candidate new data sample using a generator neural network; processing the candidate new data sample using a discriminator neural network to generate an imitation score; and determining, from the imitation score, whether the candidate new data sample satisfies the acceptance criterion; and providing the candidate new data sample that satisfies the acceptance criterion in response to the received request.