OpenCodePapers

image-clustering-on-usps

Image Clustering
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PaperCodeNMIAccuracyModelNameReleaseDate
Selective Pseudo-label Clustering✓ Link0.9540.984SPC2021-07-22
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction✓ Link0.9480.981DynAE2019-01-23
Interpretable Visualizations with Differentiating Embedding Networks✓ Link0.9440.979DEN2020-06-11
Deep Density-based Image Clustering✓ Link0.9390.977DDC-DA2018-12-11
Deep clustering: On the link between discriminative models and K-means✓ Link0.9360.974SR-K-means2018-10-09
Balanced Self-Paced Learning for Generative Adversarial Clustering Network0.9310.970ClusterGAN2019-06-01
Deep Multimodal Subspace Clustering Networks✓ Link0.9290.951DMSC2018-04-17
Deep Density-based Image Clustering✓ Link0.9180.967DDC2018-12-11
Joint Unsupervised Learning of Deep Representations and Image Clusters✓ Link0.913JULE-RC2016-04-13
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding✓ Link0.9010.958N2D (UMAP)2019-08-16
Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement✓ Link0.8980.957PSSC2020-11-23
Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE✓ Link0.885Tree-SNE2020-02-13
Deep Transformation-Invariant Clustering✓ Link0.8820.864DTI-Clustering2020-06-19
Divide-and-conquer based Large-Scale Spectral Clustering✓ Link0.82860.8255DnC-SC2021-05-02
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph✓ Link0.824AGDL2012-08-25
Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders✓ Link0.7240.743DBC2017-03-23
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