Deep Nonparametric Clustering
1 papers with code • 0 benchmarks • 0 datasets
Clustering using deep learning models, when the number of clusters is unknown and needs to be inferred.
Benchmarks
These leaderboards are used to track progress in Deep Nonparametric Clustering
Most implemented papers
DeepDPM: Deep Clustering With an Unknown Number of Clusters
bgu-cs-vil/deepdpm
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CVPR 2022
Using a split/merge framework, a dynamic architecture that adapts to the changing K, and a novel loss, our proposed method outperforms existing nonparametric methods (both classical and deep ones).
