Carole Sudre

2 papers · 2019–2020 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MIDL (1) NeurIPS (1)

Top co-authors

Mariana da Silva (1) Richard Shaw (1) M. Jorge Cardoso (1) Sébastien Ourselin (1) Petru-Daniel Tudosiu (1) Emma Robinson (1) Stephen Smith (1) Cher Bass (1)

Research topics

Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Mathematics & Optimization (1) Clinical (1) Core AI (1) Domain-Specific (1) Models (1) Optimization & Theory (1) Probability (1)

Keywords

semantic segmentation (1) data augmentation (1) feature attribution (1) brain imaging (1) interpretable classification (1) disentangled representation (1) variational autoencoder (1) generative adversarial network (1) uncertainty estimation (1) motion artefact augmentation (1) k-space augmentation (1) mri motion correction (1)

Papers

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty MIDL 2019