Artificial Intelligence & Machine Learning

Artificial intelligence (AI), machine learning (ML), and deep learning (DL) are powering Adobe’s products and businesses. At Adobe, we use AI, ML, and DL to solve problems in content understanding (including images, videos, documents, audio, and more); recommendations and personalization; search and information retrieval; prediction and journey analysis; content segmentation, organization, editing, and generation; and more. 

Adobe Research scientists and engineers are developing the next generation of AI, ML, and DL-driven tools and features, inventing a future where Adobe enables new forms of creativity, and frees people from routine tasks, and allows enterprises to understand and act quickly on customer and business insights. Our team also leverages new approaches such as GANs (generative adversarial networks).    

Meet some of our researchersView More

Zhihong Ding

Senior Research Engineer

Tong Sun

Research Lab Director

Ramasuri Narayanam

Senior Research Scientist

View our latest publicationsView More

A Review of Datasets for Aspect-based Sentiment Analysis

Chebolu, S., Dernoncourt, F., Lipka, N., Solorio, T. (Nov. 4, 2023)


TaleStream: Supporting Story Ideation with Trope Knowledge

Chou, J., Agrawala, M., Siu, A., Lipka, N., Rossi, R., Dernoncourt, F. (Nov. 1, 2023)

UIST 2023

How Small Businesses Transform PDF Agreements into Action

So, J., Lipka, N., Siu, A., Rossi, R., Dernoncourt, F. (Oct. 18, 2023)

CSCW 2023 Posters

Image Forensics Using AI

Using AI, Adobe researchers and collaborators from UC Berkeley have developed a method for detecting edits to images that were made with Photoshop’s Face Aware Liquify feature. While still in its early stages, this project is a step forward in image forensics, the science of uncovering and analyzing changes to digital images.

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Join us!

We are looking for researchers, engineers, and interns to take our technologies to the next level. We're recruiting, and we would love to hear from you!