Geometric and Semantic Improvement for Unbiased Scene Graph Generation

Scene graphs are structured representations that can clearly convey objects and the relationships between them, but are often heavily biased due to the highly skewed, long-tailed relational labeling in the dataset. Indeed, the visual world itself and its descriptions are biased. Therefore, Unbiased...

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Veröffentlicht in:	KSII transactions on Internet and information systems 2023-10, Vol.17 (10), p.2643-2657
Hauptverfasser:	Ruhui Zhang, Pengcheng Xu, Kang Kang, You Yang
Format:	Artikel
Sprache:	kor
Schlagworte:	CBSLoss geometric dimension long-tailed imbalance semantic dimension unbiased scene graph generation
Online-Zugang:	Volltext
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