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Fair Facial Attribute Classification via Causal Graph-Based Attribute Translation

Recent studies have raised concerns regarding racial and gender disparity in facial attribute classification performance. As these attributes are directly and indirectly correlated with the sensitive attribute in a complex manner, simple disparate treatment is ineffective in reducing performance dis...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Sunghun Kang, Gwangsu Kim, Chang D. Yoo
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2022-07-01
Cyfres:Sensors
Pynciau:
Mynediad Ar-lein:https://www.mdpi.com/1424-8220/22/14/5271
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!