Delving into inter-image invariance for unsupervised visual representations

Contrastive learning has recently shown immense potential in unsupervised visual representation learning. Existing studies in this track mainly focus on intra-image invariance learning. The learning typically uses rich intra-image transformations to construct positive pairs and then maximizes agreem...

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Bibliographic Details
Main Authors: Xie, Jiahao, Zhan, Xiaohang, Liu, Ziwei, Ong, Yew-Soon, Loy, Chen Change
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/170424