AttributionScanner : A Visual Analytics System for Model Validation with Metadata-Free Slice Finding

Data slice finding is an emerging technique for validating machine learning (ML) models by identifying and analyzing subgroups in a dataset that exhibit poor performance, often characterized by distinct feature sets or descriptive metadata. However, in the context of validating vision models involvi...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics. - 1996. - PP(2025) vom: 28. Feb.
1. Verfasser:	Xuan, Xiwei (VerfasserIn)
Weitere Verfasser:	Ono, Jorge Piazentin, Gou, Liang, Ma, Kwan-Liu, Ren, Liu
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2025
Zugriff auf das übergeordnete Werk:	IEEE transactions on visualization and computer graphics
Schlagworte:	Journal Article