Isinsu Katircioglu

Senior Data Scientist

Research

(Alumni)

Isinsu joined the SDSC in May 2022. She obtained a Bachelor’s degree in Computer Science from Middle East Technical University, Turkey, and later received a Master’s degree in Computer Science from EPFL. She conducted her doctoral studies in the Computer Vision Lab at EPFL with a focus on human body pose estimation and motion prediction using deep learning-based methods. Her research interests include self- and semi-supervised learning for image-based analysis of the human body and motion, with applications ranging from athletic training to healthcare.

Projects

Xelidoni: TREMA

Completed

Transforming real estate management with AI

Private sector

LETITIA

In Progress

Learning tumor dynamics and early markers of immunotherapy response from PET/CT imaging

Academia

ML-Spock

Completed

Machine Learning Supported System for Performance Assessment of Steel Structures Under Extreme Operating Conditions and Management of Risk

Academia

4D-Brains

Completed

Extracting Activity from Large 4D Whole-Brain Image Datasets

Academia

Publications

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Hassan, M.; Stapf, S.; Rahimi, A.; Rezende, P. M. B.; Haghighi, Y.; Brüggemann, D.; Katircioglu, I.; Zhang, L.; Chen, X.; Saha, S.; et al. "GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control" Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 22404-22415 2025 View publication 

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Hassan, M.; Stapf, S.; Rahimi, A.; Rezende, P.; Haghighi, Y.; Brüggemann, D.; Katircioglu, I.; Zhang, L.; Chen, X.; Saha, S.; et al. "Gem: A generalizable ego-vision multimodal world model for fine-grained ego-motion, object dynamics, and scene composition control" Proceedings of the Computer Vision and Pattern Recognition Conference 22404–22415 2025 View publication 

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Case Studies

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