Stefan Duffner

4 papers · 2013–2024 · 4 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

🚀 Conference Pioneer ❓ The Questioner

Venues

ECCV (1) ICCV (1) IJCAI (1) MIDL (1)

Top co-authors

Thibault Neveu (1) Carole Lartizien (1) Franck Davoine (1) Matthis Manthe (1) Luca Veyrin-Forrer (1) Christophe Garcia (1) Céline Robardet (1) Ataollah Kamal (1) Aurélien Cecille (1) Rémi Agier (1)

Research topics

Computer Vision (3) Artificial Intelligence (2) Machine Learning (2) Analysis (2) Domain-Specific (2) Learning Types (2) Deep Learning (1) Architectures (1) Core AI (1) Learning Paradigms (1)

Keywords

federated learning (1) feature learning (1) cluster analysis (1) object tracking (1) feature attribution (1) probabilistic segmentation (1) node classification (1) model explanation (1) brain tumor segmentation (1) foreground-background separation (1) internal representation (1) non-rigid object tracking (1) generalised hough transform (1) metric depth (1) graph neural network (1) hough transform (1) non-rigid object (1) federated personalization (1) self-supervised (1) coherence (1)

Papers

GroCo: Ground Constraint for Metric Self-Supervised Monocular Depth ECCV 2024 Whole brain radiomics for clustered federated personalization in brain tumor segmentation MIDL 2023 What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022 PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects ICCV 2013