conftrace_

Thomas Schultz

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

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

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)

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

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