A facial structure sampling contrastive learning method for sketch facial synthesis

Abstract Sketch face synthesis aims to generate sketch images from photos. Recently, contrastive learning, which maps and aligns information across diverse modalities, has found extensive application in image translation. However, when applying traditional contrastive learning to sketch face synthes...

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Bibliographic Details
Main Authors: Kangning Du, Jiyu Zhang, Lin Cao, Yanan Guo, Wenwen Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-00574-6
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