Task-generic semantic convolutional neural network for web text-aided image classification

• Main Authors: Wang, Dongzhe, Mao, Kezhi
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Semantic Convolutional Neural Network; Image Recognition
• Online Access: https://hdl.handle.net/10356/151327
• Institution: Nanyang Technological University

In this work, we explore how to use external and auxiliary web text to improve image classification. The keystone of web text-aided image classification is the representation learning for these two modalities of data. In the recent decade, convolutional neural networks (CNN) as the core representati...