conftrace_

Mélanie Roschewitz

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🚀 Conference Pioneer

Venues

MICCAI (3) ICLR (1)

Top co-authors

Ben Glocker (4) Charles Jones (3) Fabio De Sousa Ribeiro (3) Raghav Mehta (2) Tian Xia (2) Dominic C. Marshall (1) Daniel C. Castro (1) Ainkaran Santhirasekaram (1)

Research topics

Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Core AI (1) Core Methods (1) Optimization & Theory (1)

Keywords

causal inference (1) medical imaging (1) distribution shift (1) bias mitigation (1) dataset bia (1) fair representation learning (1)

Papers

Automatic dataset shift identification to support safe deployment of medical imaging AI MICCAI 2025 CF-Seg: Counterfactuals meet Segmentation MICCAI 2025 Rethinking Fair Representation Learning for Performance-Sensitive Tasks ICLR 2025 Mitigating attribute amplification in counterfactual image generation MICCAI 2024