| 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 |
| Autonomous clustering by fast find of mass and distance peaks | May 13, 2024 | AstronomyClustering | CodeCode Available | 2 |
| SCAN: Learning to Classify Images without Labels | May 25, 2020 | ClassificationClustering | CodeCode Available | 2 |
| Breaking the Reclustering Barrier in Centroid-based Deep Clustering | Nov 4, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 |
| MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations | Feb 15, 2024 | Contrastive LearningImage Clustering | CodeCode Available | 1 |
| Text-Guided Image Clustering | Feb 5, 2024 | ClusteringImage Captioning | CodeCode Available | 1 |
| Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering | Dec 24, 2023 | Clusteringgraph construction | CodeCode Available | 1 |
| Stable Cluster Discrimination for Deep Clustering | Nov 24, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Image Clustering Conditioned on Text Criteria | Oct 27, 2023 | ClusteringImage Clustering | CodeCode Available | 1 |
| Image Clustering with External Guidance | Oct 18, 2023 | ClusteringImage Classification | CodeCode Available | 1 |
| The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning | Sep 21, 2023 | Image ClusteringUnsupervised Image Classification | CodeCode Available | 1 |
| Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models | Jun 8, 2023 | ClusteringImage Clustering | CodeCode Available | 1 |
| Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget | Apr 20, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Exploring the Limits of Deep Image Clustering using Pretrained Models | Mar 31, 2023 | ClusteringImage Clustering | CodeCode Available | 1 |
| Contrastive Hierarchical Clustering | Mar 3, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Local Connectivity-Based Density Estimation for Face Clustering | Jan 1, 2023 | ClusteringConnectivity Estimation | CodeCode Available | 1 |
| C3: Cross-instance guided Contrastive Clustering | Nov 14, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Twin Contrastive Learning for Online Clustering | Oct 21, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks | Jul 14, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Vision Transformer for Contrastive Clustering | Jun 26, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| HIRL: A General Framework for Hierarchical Image Representation Learning | May 26, 2022 | Image ClusteringRepresentation Learning | CodeCode Available | 1 |
| There’s a Time and Place for Reasoning Beyond the Image | May 1, 2022 | 16kArticles | CodeCode Available | 1 |
| There is a Time and Place for Reasoning Beyond the Image | Mar 1, 2022 | 16kArticles | CodeCode Available | 1 |
| Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types | Dec 21, 2021 | Anomaly DetectionClustering | CodeCode Available | 1 |
| 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 |
