Fine-tuning induces architecture-dependent reorganization of attribution maps in chest X-ray classifiers despite stable accuracy, with stability rankings reversing across explanation methods.
Marco Ancona, Enea Ceolini, Cengiz Öztireli, and Markus Gross
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When Fine-Tuning Changes the Evidence: Architecture-Dependent Semantic Drift in Chest X-Ray Explanations
Fine-tuning induces architecture-dependent reorganization of attribution maps in chest X-ray classifiers despite stable accuracy, with stability rankings reversing across explanation methods.