Convolutional Variational Autoencoders for Image Clustering

The problem of data clustering is one of the most fundamental and well studied problems of unsupervised learning. Image clustering, refers to one of the most challenging specifications of clustering, concerning image data. Thankfully, the emerging Deep Neural Networks, and in particular Deep Autoenc...

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Veröffentlicht in:	IEEE ... International Conference on Data Mining workshops S. 695 - 702
Hauptverfasser:	Nellas, Ioannis A., Tasoulis, Sotiris K., Plagianakos, Vassilis P.
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2021
Schlagworte:	Autoencoders Clustering algorithms Convolutional Neural Networks Deep Learning Feature extraction Image Clustering Inference algorithms Manifold learning Manifolds Supervised learning Training Variational Autoencoders
ISSN:	2375-9259
Online-Zugang:	Volltext
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