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

• Main Authors: Qing, Yuanyuan, Zeng, Yijie, Huang, Guang-Bin
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Semisupervised Learning; Image Classification
• Online Access: https://hdl.handle.net/10356/160771
• Institution: Nanyang Technological University

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...