Adobe, Inc.

Abhilasha Sancheti

Tripti Shukla

Niyati Himanshu Chhaya

Bhanu Prakash Reddy Guda

Jeevana Kruthi Karnuthala

Aanisha Bhattacharyya

Abhinav Bohra

Ayudh Saxena

Sumit Shekhar

Manoj Ghuhan Arivazhagan

Divya Kothandaraman

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.

System and methods for active domain adaptation

Techniques are described that support automated generation of a digital document from digital videos using machine learning. The digital document includes textual components that describe a sequence of entity and action descriptions from the digital video. These techniques are usable to generate a single digital document based on a plurality of digital videos as well as incorporate user-specified constraints in the generation of the digital document.

Automated digital document generation from digital videos

Growing community of inventors

Bhilwara, India

Abhilasha Sancheti