Thomas Schultz

4 papers · 2016–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

MIDL (2) JMLR (1) MICCAI (1)

Top co-authors

Kyoungok Kim (1) Maximilian W. M. Wintergerst (1) Jonathan Lennartz (1) Mohit Jain (1) Bhuvan Sachdeva (1) Samory Kpotufe (1) Rasha Sheikh (1) Kaushik Murali (1) Tajamul Ashraf (1) Naren Akash (1)

Research topics

Computer Vision (2) Machine Learning (2) Deep Learning (1) Analysis (1) Application Areas (1) Core Methods (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

medical image segmentation (2) kernel regression (1) feature weighting (1) adversarial perturbation (1) domain shift (1) directional derivative (1) confidence prediction (1) gradient weighting (1) unsupervised domain adaptation (1) k-nearest neighbor regression (1)

Papers

Adversarial Perturbations Improve Generalization of Confidence Prediction in Medical Image Segmentation MIDL 2025 Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery MICCAI 2025 Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features MIDL 2022 Gradients Weights improve Regression and Classification JMLR 2016