Marco Schouten

Doctoral Researcher @ DTU and Pioneer Centre for AI

I am a Doctoral Researcher at the Technical University of Denmark and the Pioneer Centre for AI. I am co-advised by Dim P. Papadopoulos and Serge Belongie, focusing on generative models and multimodal learning. Previously, I was a research intern at Aptiv and TU Delft, and earned my M.Sc. from KTH Royal Institute of Technology.

Research Interest: Generative Models, Multimodal Learning, Computer Vision.

marscho [at] dtu [dot] dk

Copenhagen 🇩🇰

Scholar / Github / LinkedIn

Research

POEM: Precise Object-level Editing via MLLM control
Marco Schouten, M. Onurcan Kaya, Serge Belongie, Dim P. Papadopoulos
SCIA, 2025
webpage | arXiv

POEM generates precise object masks from user-provided image editing instructions, enabling fine-grained control through intuitive text-based commands.