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

Hyeonho Jeong

Research Engineer

Prem Seetharaman

Senior Research Scientist

Zeyu Jin

Senior Research Scientist

View our latest publicationsView More

Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization

Joonho_Yang, J., Yoon, D., Chang, H., Kim, B., Lee, H. (Nov. 10, 2026)

AACL-IJCNLP 2026

Reasoning-Based Personalized Generation for Sparse Users

Ni, B., Kveton, B., Basu, S., Mukherjee, S., Wang, L., Dernoncourt, F., Kim, S., Yoon, D., Wang, J., Zhang, R., Mathur, P., Kil, J., Gu, J., Lipka, N., Wang, Y., Rossi, R., Derr, T. (Nov. 10, 2026)

AACL-IJCNLP 2026

Iterative Critique-Refine Framework for Enhancing LLM Personalization

Maram, D., Gandhi, D., Yao, Z., Akkinapalli, G., Dernoncourt, F., Wang, Y., Rossi, R., Ahmed, N. (Nov. 10, 2026)

AACL-IJCNLP 2026

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!