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

Jun Saito

Senior Research Engineer

Somdeb Sarkhel

Research Scientist

Matt Fisher

Senior Research Scientist

View our latest publicationsView More

Beyond Positive Emotion: Deconstructing Happy Moments based on Writing Prompts

Jaidka, K., Chhaya, N., Mumick, S., Killingsworth, M., Halevy, A., Ungar, L. (Jun. 8, 2020)

The 14th International Conference on Web and Social Media (ICWSM)

Using Image Captions and Multitask Learning for Recommending Query Reformulations

Verma, G., Vinay, V., Bansal*, S., Oberoi*, S., Sharma*, M., Gupta, P. (Apr. 14, 2020)

European Conference on Information Retrieval (ECIR)

Reinforced Rewards Framework for Text Style Transfer

Sancheti, A., Krishna, K., Natarajan, A., Srinivasan, B. (Apr. 14, 2020)

European Conference on Information Retrieval (ECIR)

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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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!