Skew Class-Balanced Re-Weighting for Unbiased Scene Graph Generation

An unbiased scene graph generation (SGG) algorithm referred to as Skew Class-Balanced Re-Weighting (SCR) is proposed for considering the unbiased predicate prediction caused by the long-tailed distribution. The prior works focus mainly on alleviating the deteriorating performances of the minority pr...

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Bibliographic Details

Published in:	Machine Learning and Knowledge Extraction
Main Authors:	Haeyong Kang, Chang D. Yoo
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Subjects:	scene graph generation (SGG) skew class-balanced re-weighting (SCR) predicate sample estimates skew class-balanced effective number
Online Access:	https://www.mdpi.com/2504-4990/5/1/18