Multimodal Weibull Variational Autoencoder for Jointly Modeling Image-Text Data

For multimodal representation learning, traditional black-box approaches often fall short of extracting interpretable multilayer hidden structures, which contribute to visualize the connections between different modalities at multiple semantic levels. To extract interpretable multimodal latent repre...

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Bibliographic Details
Published in:IEEE transactions on cybernetics Vol. 52; no. 10; pp. 11156 - 11171
Main Authors: Wang, Chaojie, Chen, Bo, Xiao, Sucheng, Wang, Zhengjue, Zhang, Hao, Wang, Penghui, Han, Ning, Zhou, Mingyuan
Format: Journal Article
Language:English
Published: United States IEEE 01.10.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:2168-2267, 2168-2275, 2168-2275
Online Access:Get full text
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