Adobe, Inc.

Divya Kothandaraman

Sumit Shekhar

Tripti Shukla

Manoj Ghuhan Arivazhagan

Abhilasha Sancheti

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.

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College Park, MD, United States of America

Divya Kothandaraman