RADMI aggregates mutual information across decoder layers to proxy epistemic uncertainty in segmentation networks, showing the highest correlation with deep ensemble baselines among single-pass methods.
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RADMI: Latent Information Aggregation as a Proxy for Model Uncertainty
RADMI aggregates mutual information across decoder layers to proxy epistemic uncertainty in segmentation networks, showing the highest correlation with deep ensemble baselines among single-pass methods.