The Transform-and-Perform Framework : Explainable Deep Learning Beyond Classification

In recent years, visual analytics (VA) has shown promise in alleviating the challenges of interpreting black-box deep learning (DL) models. While the focus of VA for explainable DL has been mainly on classification problems, DL is gaining popularity in high-dimensional-to-high-dimensional (H-H) prob...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 2 vom: 15. Feb., Seite 1502-1515
1. Verfasser: Prasad, Vidya (VerfasserIn)
Weitere Verfasser: van Sloun, Ruud J G, Elzen, Stef van den, Vilanova, Anna, Pezzotti, Nicola
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article