公开(公告)号：US20240273377A1

公开(公告)日：2024-08-15

申请号：US18109990

申请日：2023-02-15

Applicant: Adobe Inc.

Inventor： Yaman Kumar ,  Varun Khurana

IPC: G06N3/094 ,  G06F40/151 ,  G06F40/30 ,  G06F40/40 ,  G06N3/047

CPC classification number: G06N3/094 ,  G06F40/151 ,  G06F40/30 ,  G06F40/40 ,  G06N3/047 ,  G06F40/166 ,  G06F40/284

Abstract: Some embodiments described herein relate to a training module comprising a scanpath generation model training system. The training module may be used to generate a scanpath generation model. The training module may comprise an adversarial training neural network. Using training data, which includes a text input and a recorded scanpath corresponding to the text input, the adversarial training neural network is trained to generate a scanpath generation model. A scanpath may comprise a sequence of words and a corresponding sequence of fixation durations, wherein the sequence of words comprises one or more words comprising the text input. The training module may then output the trained scanpath generation model.