Bastian Wittmann

4 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

CVPR (1) ECCV (1) MICCAI (1) WACV (1)

Top co-authors

Bjoern Menze (4) Suprosanna Shit (2) Johannes C. Paetzold (2) Tamaz Amiranashvili (2) Johannes Paetzold (1) Jiazhen Pan (1) Georgios Kaissis (1) Thomas Wälchli (1) Lukas Glandorf (1) Ivan Ezhov (1)

Research topics

Artificial Intelligence (1) Computer Science (1) Computer Vision (1) Data Science & Analytics (1) Deep Learning (1) Machine Learning (1) Architectures (1) Core AI (1) Core Methods (1) Domain-Specific (1) Foundations (1) Methods (1) Processing (1)

Keywords

zero-shot learning (1) link prediction (1) domain adaptation (1) medical imaging (1) attention mechanism (1) message passing (1) foundation model (1) 3d segmentation (1) spatial network (1) vessel graph (1) flow dynamics (1) graph neural network (1) flow-driven network (1)

Papers

vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation CVPR 2025 Link Prediction for Flow-Driven Spatial Networks WACV 2024 Simulation-Based Segmentation of Blood Vessels in Cerebral 3D OCTA Images MICCAI 2024 Relationformer: A Unified Framework for Image-to-Graph Generation ECCV 2022