| The Balanced-Pairwise-Affinities Feature Transform | Jun 25, 2024 | Few-Shot Image ClassificationImage Clustering | CodeCode Available | 2 |
| Let Go of Your Labels with Unsupervised Transfer | Jun 11, 2024 | Image ClusteringUnsupervised Image Classification | CodeCode Available | 2 |
| SCAN: Learning to Classify Images without Labels | May 25, 2020 | ClassificationClustering | CodeCode Available | 2 |
| Autonomous clustering by fast find of mass and distance peaks | May 13, 2024 | AstronomyClustering | CodeCode Available | 2 |
| Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models | Jun 8, 2023 | ClusteringImage Clustering | CodeCode Available | 1 |
| Image Clustering with External Guidance | Oct 18, 2023 | ClusteringImage Classification | CodeCode Available | 1 |
| Improving Unsupervised Image Clustering With Robust Learning | Dec 21, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Deep Image Clustering with Category-Style Representation | Jul 20, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Deep Transformation-Invariant Clustering | Jun 19, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| HIRL: A General Framework for Hierarchical Image Representation Learning | May 26, 2022 | Image ClusteringRepresentation Learning | CodeCode Available | 1 |
| Image Clustering Conditioned on Text Criteria | Oct 27, 2023 | ClusteringImage Clustering | CodeCode Available | 1 |
| Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks | Jul 14, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Auto-Encoding Variational Bayes | Dec 20, 2013 | Anomaly DetectionImage Clustering | CodeCode Available | 1 |
| Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types | Dec 21, 2021 | Anomaly DetectionClustering | CodeCode Available | 1 |
| Contrastive Hierarchical Clustering | Mar 3, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| AutoNovel: Automatically Discovering and Learning Novel Visual Categories | Jun 29, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| Contrastive Clustering | Sep 21, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Breaking the Reclustering Barrier in Centroid-based Deep Clustering | Nov 4, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | CodeCode Available | 1 |
| C3: Cross-instance guided Contrastive Clustering | Nov 14, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Deep Relational Metric Learning | Aug 23, 2021 | Image ClusteringMetric Learning | CodeCode Available | 1 |
| Exploring the Limits of Deep Image Clustering using Pretrained Models | Mar 31, 2023 | ClusteringImage Clustering | CodeCode Available | 1 |
| GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering | Feb 27, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation | May 31, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
