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Revisiting Neuron Activation Coverage for Uncertainty Estimation

Authors: Franke, Benedikt; Förster, Nils; German Aerospace Center (DLR);

Revisiting Neuron Activation Coverage for Uncertainty Estimation

Abstract

Code State for the Paper "Franke et al.: Revisiting Neural Activation Coverage for Uncertainty Estimation", accepted for a poster session @ ESANN 2026

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Keywords

dlr, Neural Activation Coverage, Uncertainty Estimation

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average