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
Main Authors: Haeyong Kang, Chang D. Yoo
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/5/1/18