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In this post, I would like to introduce you to CoHiClust, a Contrastive Hierarchical Clustering model based on deep neural networks, which can be applied to typical image data. CoHiClust distills the base network into a binary tree without access to any labeled data. CoHiClust outperforms the established and popular Agglomerative Clustering and generates a hierarchical structure of clusters consistent with human intuition and image semantics. You can access the full paper of CoHiClust by clicking here....