Stefan Saur

3 papers · 2021–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

MIDL (2) WACV (1)

Top co-authors

Anna Alperovich (3) Andrea Mathis (2) Andreas Raabe (2) Marielena Gutt-Will (2) Franziska Mathis-Ullrich (2) Markus Philipp (2) Azade Farshad (1) Ghazal Ghazaei (1) Nassir Navab (1) Mayar Lotfy Mostafa (1)

Research topics

Computer Vision (3) Deep Learning (2) Machine Learning (2) Analysis (2) Application Areas (2) Domain-Specific (2) Learning Types · Deep Learning (2) Healthcare & Medicine (1) Clinical (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

optical flow (2) medical imaging (1) convolutional neural network (1) uncertainty estimation (1) cross-domain generalization (1) event classification (1) video masked autoencoder (1) surgical instrument localization (1) computer-assisted surgery (1) instrument localization (1) neurosurgical microscope (1) tip localization (1) surgical event recognition (1) domain generalization (1) phase classification (1)

Papers

Surgical Flow Masked Autoencoder for Event Recognition MIDL 2025 Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022 Localizing Neurosurgical Instruments Across Domains and in the Wild MIDL 2021