Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers

Many machine learning problems concern with discovering or associating common patterns in data of multiple views or modalities. Multi-view learning is of the methods to achieve such goals. Recent methods propose deep multi-view networks via adaptation of generic Deep Neural Networks (DNNs), which co...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2019) vom: 07. Mai
Auteur principal: Jia, Kui (Auteur)
Autres auteurs: Lin, Jiehong, Tan, Mingkui, Tao, Dacheng
Format: Article en ligne
Langue:English
Publié: 2019
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article