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DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning.
Changkyu Choi
Shujian Yu
Michael Kampffmeyer
Arnt-Børre Salberg
Nils Olav Handegard
Robert Jenssen
Published in:
ICASSP (2024)
Keyphrases
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information theoretic
mutual information
prior knowledge
information theory
log likelihood
information bottleneck
learning algorithm
similarity measure
objective function
probabilistic model
markov random field
theoretic framework
minimum description length
image segmentation
entropy measure