Label propagation via local geometry preserving for deep semi-supervised image recognition

In this paper, we propose a novel transductive pseudo-labeling based method for deep semi-supervised image recognition. Inspired from the superiority of pseudo labels inferred by label propagation compared with those inferred from network, we argue that information flow from labeled data to unlabele...

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Bibliographic Details
Main Authors: Qing, Yuanyuan, Zeng, Yijie, Huang, Guang-Bin
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/160771