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cs.CV2020★ 1 cited
Variational Clustering: Leveraging Variational Autoencoders for Image Clustering
Vignesh Prasad, Dipanjan Das, Brojeshwar Bhowmick
Recent advances in deep learning have shown their ability to learn strong feature representations for images. The task of image clustering naturally requires good feature represent…
cs.CV2019
Deep Representation Learning Characterized by Inter-class Separation for Image Clustering
Dipanjan Das, Ratul Ghosh, Brojeshwar Bhowmick
Despite significant advances in clustering methods in recent years, the outcome of clustering of a natural image dataset is still unsatisfactory due to two important drawbacks. Fir…