conftrace_

Mads Nielsen

5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

MICCAI (2) ICCV (1) ICLR (1) MLHC (1)

Top co-authors

Christian Igel (1) Julia Machnio (1) Stephan Sloth Lorenzen (1) Martin G. Tolsgaard (1) Martin Sillesen (1) Ao Ma (1) Aasa Feragen (1) Jakob Ambsdorf (1) Espen Jimenez-Solem (1) Mikkel Fruelund Odgaard (1)

Keywords

active learning (1) sample efficiency (1) learning curve (1) annotation cost (1) self-supervised embedding (1) labeling strategy (1)

Papers

To Label or Not to Label: PALM - A Predictive Model for Evaluating Sample Efficiency in Active Learning Models ICCV 2025 General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound MICCAI 2025 Source-Free Domain Adaptation for Cross-Modality Cardiac Image Segmentation with Contrastive Class Relationship Consistency MICCAI 2025 CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT MLHC 2024 Information Bottleneck: Exact Analysis of (Quantized) Neural Networks ICLR 2022