OpenCodePapers
image-clustering-on-mnist-test
Image Clustering
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Paper
Code
NMI
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Accuracy
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ModelName
ReleaseDate
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Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction
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0.963
0.987
DynAE
2019-01-23
Deep Transformation-Invariant Clustering
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0.947
0.978
DTI-Clustering
2020-06-19
Deep Density-based Image Clustering
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0.927
0.97
DDC-DA
2018-12-11
Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement
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0.919
0.967
PSSC
2020-11-23
Deep Density-based Image Clustering
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0.916
0.965
DDC
2018-12-11
Joint Unsupervised Learning of Deep Representations and Image Clusters
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0.915
OURS-RC
2016-04-13
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph
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0.91
GDL
2012-08-25
Improving k-Means Clustering Performance with Disentangled Internal Representations
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0.903
0.962
AE+SNNL
2020-06-05
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding
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0.882
0.948
N2D (UMAP)
2019-08-16
Deep clustering: On the link between discriminative models and K-means
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0.873
0.863
SR-K-means
2018-10-09
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph
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0.844
AGDL
2012-08-25