The Role of Subgroup Separability in Group-Fair Medical Image Classification von Jones, Charles, Roschewitz, Mélanie, Glocker, Ben

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Mitigating Attribute Amplification in Counterfactual Image Generation von Xia, Tian, Roschewitz, Mélanie, De Sousa Ribeiro, Fabio, Jones, Charles, Glocker, Ben

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Distance Matters For Improving Performance Estimation Under Covariate Shift von Roschewitz, Mélanie, Glocker, Ben

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Distance Matters For Improving Performance Estimation Under Covariate Shift von Roschewitz, Mélanie, Glocker, Ben

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Rethinking Fair Representation Learning for Performance-Sensitive Tasks von Jones, Charles, Ribeiro, Fabio de Sousa, Roschewitz, Mélanie, Castro, Daniel C, Glocker, Ben

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Robust image representations with counterfactual contrastive learning von Roschewitz, Mélanie, Ribeiro, Fabio De Sousa, Xia, Tian, Khara, Galvin, Glocker, Ben

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Mitigating attribute amplification in counterfactual image generation von Xia, Tian, Roschewitz, Mélanie, Ribeiro, Fabio De Sousa, Jones, Charles, Glocker, Ben

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The Role of Subgroup Separability in Group-Fair Medical Image Classification von Jones, Charles, Roschewitz, Mélanie, Glocker, Ben

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Automatic dataset shift identification to support root cause analysis of AI performance drift von Roschewitz, Mélanie, Mehta, Raghav, Jones, Charles, Glocker, Ben

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Counterfactual Contrastive Learning: Robust Representations via Causal Image Synthesis von Roschewitz, Mélanie, de Sousa Ribeiro, Fabio, Xia, Tian, Khara, Galvin, Glocker, Ben

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Robust image representations with counterfactual contrastive learning von Roschewitz, Mélanie, De Sousa Ribeiro, Fabio, Tian Xia, Galvin Khara, Glocker, Ben

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Robust semi-supervised segmentation with timestep ensembling diffusion models von Rosnati, Margherita, Roschewitz, Melanie, Glocker, Ben

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Mitigating attribute amplification in counterfactual image generation von Tian Xia, Roschewitz, Mélanie, De Sousa Ribeiro, Fabio, Jones, Charles, Glocker, Ben

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The influence of landscape context and farming practices on parasitism of cereal aphids von Roschewitz, Indra, Hücker, Melanie, Tscharntke, Teja, Thies, Carsten

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