MVAESynth: a unified framework for multimodal data generation, modality restoration, and controlled generation

Synthetic data generation is used nowadays in a number of applications with privacy issues, such as training and testing of systems for analyzing the behavior of social network users or bank customers. Very often, personal data is complex and describes different aspects of a person, some of which ma...

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Bibliographic Details

Published in:	Procedia computer science Vol. 193; pp. 422 - 431
Main Authors:	Lysenko, Anton, Deeva, Irina, Shikov, Egor
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2021
Subjects:	Multimodal Variational Autoencoder Predictive Model Social Media Synthetic Data Transactional Data Multimodal Variational Autoencoder Transactional Data Predictive Model Social Media Synthetic Data
ISSN:	1877-0509, 1877-0509
Online Access:	Get full text
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