eess.IV · 2026-06-16 · No. 25

Image and Video Processing, 2026-06-16.

1 new papers in eess.IV. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Input-Dependent Fisher Information for Local Sensitivity Analysis of Medical Image Classifiers

    Sourya Sengupta. Mark A. Anastasio

    eess.IV · cs.AI · cs.IT

    Deep neural networks have achieved strong performance in medical image classification, but often work like black-box. Commonly used post-hoc interpretation methods often provide heuristic visualizations whose relationship to the classifier's predictive distribution is indirect. This work introduces a local sensitivity analysis framework based on the input-dependent Fisher Information Matrix (iFIM) of a trained classifier. The iFIM...

    arxiv.org/abs/2606.16362 · PDF

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