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.     

Meet some of our researchersView More

Pannaga Shivaswamy

Principal Scientist

Zhaowen Wang

Research Scientist

Difan Liu

Research Scientist

View our latest publicationsView More

UXCascade: Scalable Usability Testing with Simulated User Agents

Holter, S., Koh, E., Dogan, D., Chan, G. (Nov. 2, 2026)

UIST 2026

Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents

Kolukuluru, H., Ashok, R., Arora, K., Ciccarelli, E., Kumar, N., Nie, L., Dernoncourt, F., Basu, S., Rossi, R., Lipka, N. (Oct. 29, 2026)

EMNLP 2026 Findings

GRASP: GRanularity-Aware Search Policy for Agentic RAG

Gandhi, V., Lee, J., Todmal, S., Dernoncourt, F., Rossi, R., Wang, J., Lan, A. (Oct. 29, 2026)

EMNLP 2026 Findings

Project Know How

Project Know How allows users to track the origins of images and videos, even if they’ve been printed and captured from physical objects. Adobe’s implementation of Content Credentials is durable because of a combination of secure metadata, invisible watermarking, and fingerprinting technology. This project is an example of how Adobe aims to build trust by transparently showing the content’s origin, whether digital or physical.

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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!