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

Jingwan (Cynthia) Lu

Principal Scientist

Romain ROUFFET

Creative Technologist

Krishna Kumar Singh

Research Scientist

View our latest publicationsView More

DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis

Mathur, P., Dernoncourt, F., Tran, Q., Gu, J., Nenkova, A., Morariu, V., Jain, R., Manocha, D. (Sep. 22, 2022)

Interspeech 2022

Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes

Aigerman, N., Gupta, K., Kim, V., Chaudhuri, S., Saito, J., Groueix, T. (Aug. 8, 2022)

SIGGRAPH

Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies

Van Nguyen, M., Min, B., Dernoncourt, F., Nguyen, T. (Jul. 15, 2022)

NAACL 2022

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.

View our latest newsView All News

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!