| scASDC: Attention Enhanced Structural Deep Clustering for Single-cell RNA-seq Data | Aug 9, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer | Jul 7, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering | Mar 19, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Vision Transformer for Contrastive Clustering | Jun 26, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Attention-driven Graph Clustering Network | Aug 12, 2021 | AttributeClustering | CodeCode Available | 1 | 5 |
| Contextually Affinitive Neighborhood Refinery for Deep Clustering | Dec 12, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Contextual unsupervised deep clustering in digital pathology | Jul 24, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-picking | Dec 29, 2020 | 3D Instance SegmentationClustering | CodeCode Available | 1 | 5 |
| Contrastive Hierarchical Clustering | Mar 3, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection | Jan 24, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering | Jan 25, 2023 | Deep Clustering | CodeCode Available | 1 | 5 |
| LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering | May 20, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Tri-Learn Graph Fusion Network for Attributed Graph Clustering | Jul 18, 2025 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive Learning | Feb 2, 2025 | Audio ClassificationClustering | CodeCode Available | 1 | 5 |
| Generalised Mutual Information for Discriminative Clustering | Oct 12, 2022 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| AugDMC: Data Augmentation Guided Deep Multiple Clustering | Jun 22, 2023 | ClusteringData Augmentation | CodeCode Available | 0 | 5 |
| Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation | Mar 29, 2023 | Activity RecognitionClustering | CodeCode Available | 0 | 5 |
| Image Clustering Algorithm Based on Self-Supervised Pretrained Models and Latent Feature Distribution Optimization | Aug 4, 2024 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep Clustering of Tabular Data by Weighted Gaussian Distribution Learning | Jan 2, 2023 | ClusteringData Visualization | CodeCode Available | 0 | 5 |
| Heterogeneous Tri-stream Clustering Network | Jan 11, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Dying Clusters Is All You Need -- Deep Clustering With an Unknown Number of Clusters | Oct 12, 2024 | AllClustering | CodeCode Available | 0 | 5 |
| Dual-Level Cross-Modal Contrastive Clustering | Sep 6, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Efficient Deep Clustering of Human Activities and How to Improve Evaluation | Sep 17, 2022 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Efficient Deep Embedded Subspace Clustering | Jan 1, 2022 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep Unsupervised Learning for 3D ALS Point Cloud Change Detection | May 5, 2023 | Change DetectionContrastive Learning | CodeCode Available | 0 | 5 |
