| Learning Representation for Clustering via Prototype Scattering and Positive Sampling | Nov 23, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving | Aug 27, 2021 | Autonomous DrivingImage Clustering | CodeCode Available | 1 |
| Deep Relational Metric Learning | Aug 23, 2021 | Image ClusteringMetric Learning | CodeCode Available | 1 |
| Selective Pseudo-label Clustering | Jul 22, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| AutoNovel: Automatically Discovering and Learning Novel Visual Categories | Jun 29, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation | May 31, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Unsupervised Visual Representation Learning by Online Constrained K-Means | May 24, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering | May 5, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| SPICE: Semantic Pseudo-labeling for Image Clustering | Mar 17, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Information Maximization Clustering via Multi-View Self-Labelling | Mar 12, 2021 | ClusteringImage Classification | CodeCode Available | 1 |
| On PyTorch Implementation of Density Estimators for von Mises-Fisher and Its Mixture | Feb 10, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| Improving Unsupervised Image Clustering With Robust Learning | Dec 21, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Contrastive Clustering | Sep 21, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Self-Supervised Learning for Large-Scale Unsupervised Image Clustering | Aug 24, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Deep Image Clustering with Category-Style Representation | Jul 20, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Deep Transformation-Invariant Clustering | Jun 19, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| LSD-C: Linearly Separable Deep Clusters | Jun 17, 2020 | ClusteringData Augmentation | CodeCode Available | 1 |
| Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction | Jun 15, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
| GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering | Feb 27, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE | Feb 13, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Self-labelling via simultaneous clustering and representation learning | Nov 13, 2019 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | Jul 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | CodeCode Available | 1 |
