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

Hailin Jin

Senior Principal Scientist

Romain ROUFFET

Creative Technologist

Kanak Mahadik

Research Scientist

View our latest publicationsView More

Leveraging Positional Information to Automatically Emphasize Key Portions of a Text

Gehrmann, S., Dernoncourt, F. (Mar. 1, 2022)

AAAI 2022 Workshop on Scientific Document Understanding

CAISE: Conversational Agent for Image Search and Editing

Kim, H., Kim, D., Yoon, D., Dernoncourt, F., Bui, T., Bansal, M. (Feb. 28, 2022)

AAAI 2022

Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning

Mu, T., Theocharous, G., Arbour, D., Brunskill, E. (Feb. 22, 2022)

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

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!