BriefGPT.xyz
Mar, 2020
密度感知图在深度半监督视觉识别中的应用
Density-Aware Graph for Deep Semi-Supervised Visual Recognition
HTML
PDF
Suichan Li, Bin Liu, Dongdong Chen, Qi Chu, Lu Yuan...
TL;DR
该论文提出了一种基于密度感知图的半监督学习方法,利用密度信息进行特征学习和标签传播,从而充分利用未标记数据,并在端到端训练中提高性能。
Abstract
semi-supervised learning
(SSL) has been extensively studied to improve the generalization ability of deep neural networks for visual recognition. To involve the unlabelled data, most existing SSL methods are based on common
→