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1. biomedia-mira/counterfactual-contrastive biomedia-mira/counterfactual-contrastive Public

   Code for the paper "Counterfactual contrastive learning: robust representations via causal image synthesis"

   Python 12 2

2. biomedia-mira/upa biomedia-mira/upa Public

   Unsupervised prediction alignment for automatic correction of acquisition shift in image classification

   Jupyter Notebook 5

3. failure_detection_benchmark failure_detection_benchmark Public

   Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

   Jupyter Notebook 20

4. distance_matters_performance_estimation distance_matters_performance_estimation Public

   Code for "Distance Matters for Improving Performance Estimation Under Covariate Shift", ICCV Workshop on Uncertainty Quantification 2023, Roschewitz & Glocker.

   Jupyter Notebook 3