SIGMA-GEN: Placing any subject, anywhere, exactly where you want it 

SIGMA-GEN is an experimental unified framework from Adobe Research, presented at ICLR 2026, for multi-identity-preserving image generation — placing multiple subjects into a scene in a single pass, with each subject's appearance faithfully preserved. 

Adobe Research shares an early glimpse at NeurIPS 2025 Papers

Adobe Research’s NeurIPS 2025 contributions explore new territory in machine learning and AI, including layered image generation, design-aware templates, and subject-driven video models. This teaser highlights a few papers shaping the future of creativity.

Adobe Researchers are discovering the hidden knowledge inside AI image generation models 

Ever wonder why AI image generators produce the specific results they do? In this work, Adobe researchers explore ways to map the visual knowledge hidden inside diffusion models – and use it to give users more control over the output.

Exploring Adobe Research’s breakthroughs at ICCV 2025 

A first look at Adobe Research’s work at ICCV 2025! This year, our research spans breakthroughs in image generation, 3D reconstruction, content authenticity, and more — advancing the science behind the next generation of creative technologies. Check out the blog post to learn more.

A first look at Adobe Research’s SIGGRAPH 2025 papers

Catch a preview of Adobe Research’s publications at SIGGRAPH 2025 in this new trailer, featuring innovations in video editing, 3D reconstruction, image transformation and more. With 25 total papers this year, explore the list and find us at the conference to see what’s next in creative tech.

Adobe Researchers present a powerful, unified approach to generative video editing at CVPR 2025

Adobe researchers shared a groundbreaking paper at CVPR 2025, introducing an experimental generative video propagation framework that applies edits in the first frame of a video to all the following frames in a reliable and consistent manner, all while preserving areas the user hasn’t edited.

Adobe Research at CHI: An experimental new design approach for human-AI co-creation

To go beyond simple AI prompts and outputs, Adobe Researchers, in a paper presented at CHI 2025, outlined a new approach for designing environments where humans and AI can collaborate and iterate together across an entire creative process. Learn more about the thinking behind this innovative research!

Bridging technology and musical creativity: ISMIR 2024

Adobe Research played a key role at ISMIR 2024, contributing groundbreaking research in music AI, leading a top-tier tutorial, and supporting the event as a Platinum Sponsor. Our work continues to push the boundaries of music technology and innovation.

Women in graphics: How Adobe Researchers are helping bring diversity to the field

We talked to a few Adobe Researchers involved with WiGRAPH, a vibrant community dedicated to increasing the number of women pursuing cutting-edge research in computer graphics. Discover how their inspiring work and support are shaping the future of the computer graphics community!