Search Results for author: Julia Vogt

Found 2 papers, 1 papers with code

DPSOM: Deep Probabilistic Clustering with Self-Organizing Maps

2 code implementations3 Oct 2019 Laura Manduchi, Matthias Hüser, Julia Vogt, Gunnar Rätsch, Vincent Fortuin

We show that DPSOM achieves superior clustering performance compared to current deep clustering methods on MNIST/Fashion-MNIST, while maintaining the favourable visualization properties of SOMs.

Clustering Deep Clustering +4

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