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lines changed Original file line number Diff line number Diff line change @@ -21,6 +21,7 @@ We have released a new [survey paper](https://arxiv.org/abs/2206.07579) based on
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2222| Pre-print Paper | Method | Conference | Code |
2323| :--------- | :------: | :------: | :------: |
24+ | [ Learning Statistical Representation with Joint Deep Embedded Clustering] ( https://arxiv.org/pdf/2109.05232.pdf ) | StatDEC | Arxiv 2021 | - |
2425| [ Exploring Non-Contrastive Representation Learning for Deep Clustering] ( https://arxiv.org/pdf/2111.11821.pdf ) | NCC | Arxiv 2021 | [ Pytorch] ( https://github.com/Hzzone/DeepClustering.SSL ) |
2526| [ Cluster Analysis with Deep Embeddings and Contrastive Learning] ( https://arxiv.org/pdf/2109.12714.pdf ) | - | Arxiv 2021 | - |
2627| [ Deep Clustering and Representation Learning with Geometric Structure Preservation] ( https://arxiv.org/abs/2009.09590 ) | DCRL | Arxiv 2021 | [ Pytorch] ( https://github.com/LirongWu/GCML ) |
@@ -175,6 +176,7 @@ We have released a new [survey paper](https://arxiv.org/abs/2206.07579) based on
175176| [ A Deep Clustering Algorithm based on Gaussian Mixture Model] ( https://iopscience.iop.org/article/10.1088/1742-6596/1302/3/032012/pdf ) | - | JPCS 2019 | - |
176177| [ Text document clustering using spectral clustering algorithm with particle swarm optimization] ( https://www.sciencedirect.com/science/article/pii/S0957417419303598 ) | SCPSO | ESWA 2019 | [ Python] ( https://github.com/kampaitees/Text-document-clustering-using-Spectral-Clustering-algorithm-with-Particle-Swarm-Optimization ) |
177178| [ Deep Clustering with Convolutional Autoencoders] ( https://xifengguo.github.io/papers/ICONIP17-DCEC.pdf ) | DCEC | ICONIP 2018 | [ Keras] ( https://github.com/XifengGuo/DCEC ) |
179+ | [ RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets] ( http://proceedings.mlr.press/v95/tao18a/tao18a.pdf ) | RDEC | ACML 2018 | - |
178180| [ Deep Embedded Clustering with Data Augmentation] ( http://proceedings.mlr.press/v95/guo18b/guo18b.pdf ) | DEC-DA | ACML 2018 | [ TensorFlow] ( https://github.com/XifengGuo/DEC-DA ) |
179181| [ Deep adversarial subspace clustering] ( https://openaccess.thecvf.com/content_cvpr_2018/papers/Zhou_Deep_Adversarial_Subspace_CVPR_2018_paper.pdf ) | DASC | CVPR 2018 | - |
180182| [ Deep Clustering for Unsupervised Learning of Visual Features] ( https://arxiv.org/abs/1807.05520 ) | DeepCluster | ECCV 2018 | [ Pytorch] ( https://github.com/facebookresearch/deepcluster ) |
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