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Ben Glocker

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Demystifying Variational Diffusion Models

Jan 11, 2024
Fabio De Sousa Ribeiro, Ben Glocker

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Robust semi-supervised segmentation with timestep ensembling diffusion models

Nov 13, 2023
Margherita Rosnati, Melanie Roschewitz, Ben Glocker

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Analysing race and sex bias in brain age prediction

Sep 19, 2023
Carolina Piçarra, Ben Glocker

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Distance Matters For Improving Performance Estimation Under Covariate Shift

Aug 14, 2023
Mélanie Roschewitz, Ben Glocker

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Robustness Stress Testing in Medical Image Classification

Aug 14, 2023
Mobarakol Islam, Zeju Li, Ben Glocker

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No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging

Jul 31, 2023
Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Ozan Oktay, Melissa McCradden, Ben Glocker

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Unsupervised Conditional Slot Attention for Object Centric Learning

Jul 18, 2023
Avinash Kori, Francesco Locatello, Francesca Toni, Ben Glocker

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High Fidelity Image Counterfactuals with Probabilistic Causal Models

Jul 18, 2023
Fabio De Sousa Ribeiro, Tian Xia, Miguel Monteiro, Nick Pawlowski, Ben Glocker

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A Causal Ordering Prior for Unsupervised Representation Learning

Jul 11, 2023
Avinash Kori, Pedro Sanchez, Konstantinos Vilouras, Ben Glocker, Sotirios A. Tsaftaris

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The Role of Subgroup Separability in Group-Fair Medical Image Classification

Jul 06, 2023
Charles Jones, Mélanie Roschewitz, Ben Glocker

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