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).    

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Shiv Saini

Sr Research Scientist II

Scott Cohen

Principal Scientist

Subrata Mitra

Research Scientist

View our latest publicationsView More

Revisiting Adaptive Convolutions for Video Frame Interpolation

Niklaus, S., Mai, L., Wang, O. (Jan. 5, 2021)

IEEE Winter Conference on Applications of Computer Vision

Learned Dual-View Reflection Removal

Niklaus, S., Zhang, X., Barron, J., Wadhwa, N., Garg, R., Liu, F., Xue, T. (Jan. 5, 2021)

IEEE Winter Conference on Applications of Computer Vision

SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus

Spala, S., Miller, N., Dernoncourt, F., Dockhorn, C. (Dec. 13, 2020)

SemEval 2020

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!