2 papers
cs.CV2019
Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification
Hao Ren, Jianlin Su, Hong Lu
Image classification is a challenging problem which aims to identify the category of object in the image. In recent years, deep Convolutional Neural Networks (CNNs) have been appli…
cs.LG2018
Compositional Coding Capsule Network with K-Means Routing for Text Classification
Hao Ren, Hong Lu
Text classification is a challenging problem which aims to identify the category of texts. In the process of training, word embeddings occupy a large part of parameters. Under the…