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Giving Image Editors Adjustable Control Over Editing Instructions: SliderEdit at CVPR 2026
By Arman Zarei (University of Maryland), Samyadeep Basu (Adobe Research), Mobina Pournemat (University of Maryland), Sayan Nag (Adobe Research), Ryan Rossi (Adobe Research), Soheil Feizi (University of Maryland) | CVPR 2026 (Oral) Note: This post describes academic research conducted in collaboration with Adobe Research. The system described here is experimental...
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.
Object-WIPER: A Smarter Way to Erase Objects from Video
Rather than treating object removal as a simple mask-and-fill task, Object-WIPER recognizes that objects leave visual traces in a scene — shadows on the ground, reflections in glass, translucent overlaps with the background — and that a complete removal means erasing those traces too.
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