OpenCodePapers
image-clustering-on-mnist-full
Image Clustering
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Paper
Code
NMI
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Accuracy
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ModelName
ReleaseDate
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Selective Pseudo-label Clustering
✓ Link
0.975
0.992
SPC
2021-07-22
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift
0.971
0.990
ADEC
2019-09-26
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding
✓ Link
0.964
0.987
N2D (UMAP)
2019-08-16
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction
✓ Link
0.964
0.987
DynAE
2019-01-23
Deep Density-based Image Clustering
✓ Link
0.961
0.986
DDC-DA
2018-12-11
Interpretable Visualizations with Differentiating Embedding Networks
✓ Link
0.956
0.984
DEN
2020-06-11
Deep Transformation-Invariant Clustering
✓ Link
0.942
0.979
DTI-Clustering
2020-06-19
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering
✓ Link
0.941
0.969
EnSC
2016-05-09
Balanced Self-Paced Learning for Generative Adversarial Clustering Network
0.940
0.973
ClusterGAN
2019-06-01
Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders
✓ Link
0.937
0.976
DBC
2017-03-23
Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement
✓ Link
0.921
0.964
PSSC
2020-11-23
The VampPrior Mixture Model
✓ Link
0.920
0.967
VMM
2024-02-06
Joint Unsupervised Learning of Deep Representations and Image Clusters
✓ Link
0.917
0.964
JULE-RC
2016-04-13
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph
✓ Link
0.913
0.965
GDL
2012-08-25
Deep clustering: On the link between discriminative models and K-means
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0.913
SR-K-means
2018-10-09
Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE
✓ Link
0.864
Tree-SNE
2020-02-13