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← Authors

Nina Weng

4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🚀 Conference Pioneer

Conferences

MIDL (2) ECCV (1) MICCAI (1)

Top co-authors

Aasa Feragen (4) Anders Nymark Christensen (2) Eike Petersen (2) Paraskevas Pegios (2) Martin G. Tolsgaard (1) Siavash Arjomand Bigdeli (1) Alceu Bissoto (1) Morten B. S. Svendsen (1) Zahra Bashir (1) Martin Grønnebæk Tolsgaard (1)

Keywords

shortcut learning (1) medical image segmentation (1) model interpretability (1) deep learning model (1) subgroup discovery (1) systematic failure (1) failure analysis (1) classifier alignment (1) feature utilization (1) slice discovery method (1) weight space correlation (1)

Papers

SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods MIDL 2026 Weight Space Correlation Analysis: Quantifying Feature Utilization in Deep Learning Models MIDL 2026 Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation ECCV 2024 Shortcut Learning in Medical Image Segmentation MICCAI 2024