Shared-Private Information Bottleneck Method for Cross-Modal Clustering

Shared-Private Information Bottleneck Method for Cross-Modal Clustering

Recently, the cross-modal analysis has drawn much attention due to the rapid growth and widespread emergence of multimodal data. It integrates multiple modalities to improve learning and generalization performance. However, most previous methods just focus on learning a common shared feature space f...

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Bibliographic Details
Main Authors: Xiaoqiang Yan, Yangdong Ye, Yiqiao Mao, Hui Yu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Cross-modal clustering
information bottleneck
mutual information
knowledge graph
social images
Online Access:https://ieeexplore.ieee.org/document/8665990/

Internet

https://ieeexplore.ieee.org/document/8665990/

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