Multiview Alignment and Generation in CCA via Consistent Latent Encoding

DOI10.1162/NECO_A_01309zbMath1455.62115arXiv2005.11716OpenAlexW3049425243WikidataQ98469095 ScholiaQ98469095MaRDI QIDQ3386409

Donna Xu, Yaxin Shi, Yuangang Pan, Ivor W. Tsang

Publication date: 4 January 2021

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2005.11716

zbMATH Keywords

canonical correlation analysis (CCA)

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Statistical aspects of big data and data science (62R07)

Uses Software

• CycleGAN
• pix2pix
• U-Net
• MGAN

Cites Work

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• Lectures on algebraic statistics
• Probabilistic Principal Component Analysis
• Cross-Modal Localization via Sparsity
• Algorithmic Learning Theory
• Advanced Lectures on Machine Learning
• RELATIONS BETWEEN TWO SETS OF VARIATES

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