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A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning
ACM Computing Surveys, 2022Mohanad Abukmeil +2 more
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Dual Contrastive Prediction for Incomplete Multi-View Representation Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022Yijie Lin, Jiancheng Lv, Xi Peng
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Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding
ACM Computing Surveys, 2023Jingya Zhou, Wenqi Wei, Liuling
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Data representation learning via dictionary learning and self-representation
Applied Intelligence, 2023Deyu Zeng +4 more
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Multi-View Representation Learning With Deep Gaussian Processes
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021Shiliang Sun, Wenbo Dong
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Comprehensive Multi-view Representation Learning
Information Fusion, 2023Qinghai Zheng +2 more
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Graph-Guided Unsupervised Multiview Representation Learning
IEEE Transactions on Circuits and Systems for Video Technology, 2023Qinghai Zheng, Jihua Zhu, Haoyu Tang
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Deep Spectral Representation Learning From Multi-View Data
IEEE Transactions on Image Processing, 2021Zhenyu Huang +2 more
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