BriefGPT.xyz
Feb, 2020
PixelHop++:一种基于连续子空间学习的小型SSL模型,用于图像分类
PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification
HTML
PDF
Yueru Chen, Mozhdeh Rouhsedaghat, Suya You, Raghuveer Rao, C. -C. Jay Kuo
TL;DR
该研究提出了一种改进的PixelHop++方法,结合了连续子空间学习和通道鉴别特征提取技术,可以控制学习模型的大小并提高图像分类性能。
Abstract
The
successive subspace learning
(SSL) principle was developed and used to design an interpretable learning model, known as the
pixelhop
method,for
→