Teaching an AI Agent to Retouch Photos: RetouchIQ at CVPR 2026

RetouchIQ is an experimental AI editing agent that understands what you mean when you describe how a photo should look and feel, then translates that intent into precise adjustments in professional photo-editing software. 

CVPR 2026: Adobe researchers present 75+ papers on the frontier of AI

Adobe Researchers are helping shape the future of AI at the world’s premiere computer vision event, CVPR 2026, the IEEE/CVR Computer Vision and Pattern Recognition Conference. Adobe Researchers are presenting over 75 research papers, including several Oral Papers and award finalists.

TokenTrace at CVPR 2026: Tracing Creative Influence in Generative AI 

TokenTrace embeds lightweight watermarks into training tokens associated with visual concepts. When the model later generates an image, TokenTrace can recover traces of these watermarked signals, allowing researchers to identify which concepts most strongly contributed to the output. 

Giving Image Editors Adjustable Control Over Editing Instructions: SliderEdit at CVPR 2026 

SliderEdit introduces continuous, adjustable control over individual editing instructions in instruction-based image editing models, turning each instruction into a smooth slider. 

TeamFusion: Using AI Agents to Represent Every Voice in Team Decisions 

TeamFusion is a multi-agent framework that supports team decision-making by creating AI proxy agents grounded in each member’s preferences, so that humans can make better-informed decisions together. 

Agentic Design Review System: Teaching AI to review graphic designs the way experts do 

Our Agentic Design Review System (Agentic-DRS) is an experimental multi-agent framework from Adobe Research for holistic graphic design evaluation. Specialized AI agents assess typography, color harmony, alignment, spacing, composition, and more, coordinated by a meta-agent. 

Adobe Research at Summit 2026: Agentic AI for orchestrating customer experiences 

Adobe Research was behind some of the most exciting announcements, sessions, and sneak previews at Adobe Summit - from the unveiling of new tools that help marketers understand their customers’ behavior and design customer experiences at scale to hands-on agentic AI sessions.

Adobe Research at Summit 2025: Agentic AI, exciting Sneaks, and more

This year, the work of Adobe Research was behind some of Summit’s biggest announcements. From AI agents built into Adobe Experience Platform to sneak previews of tools that will help marketers design campaigns, combine real-world info with their own data, and more!

Content Authenticity and Image Fingerprinting: Q&A with John Collomosse

John Collomosse, Principal Research Scientist at Adobe Research, draws on computer vision, machine learning, and blockchain to create tools that build trust for digital content. In this Q&A, Collomosse shares his work on Content Credentials, image fingerprinting, and more.