公开(公告)号：US20230230358A1

公开(公告)日：2023-07-20

申请号：US17648482

申请日：2022-01-20

Applicant: ADOBE INC.

Inventor： Divya Kothandaraman ,  Sumit Shekhar ,  Abhilasha Sancheti ,  Manoj Ghuhan Arivazhagan ,  Tripti Shukla

IPC: G06V10/774 ,  G06V10/776 ,  G06V10/778 ,  G06V10/82

CPC classification number: G06V10/774 ,  G06V10/776 ,  G06V10/778 ,  G06V10/82

Abstract: Systems and methods for machine learning are described. The systems and methods include receiving target training data including a training image and ground truth label data for the training image, generating source network features for the training image using a source network trained on source training data, generating target network features for the training image using a target network, generating at least one attention map for training the target network based on the source network features and the target network features using a guided attention transfer network, and updating parameters of the target network based on the attention map and the ground truth label data.