| 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 |
| SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes | Aug 17, 2022 | Anomaly DetectionChemical Process | 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 |
| Strongly Augmented Contrastive Clustering | Jun 1, 2022 | ClusteringContrastive Learning | 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 |
| Multi-Class Cell Detection Using Spatial Context Representation | Oct 10, 2021 | Cell DetectionClassification | CodeCode Available | 1 |
| Deep Embedded K-Means Clustering | Sep 30, 2021 | ClusteringDecoder | CodeCode Available | 1 |
| Attention-driven Graph Clustering Network | Aug 12, 2021 | AttributeClustering | CodeCode Available | 1 |
| Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation | Jul 27, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Nearest Neighbor Matching for Deep Clustering | Jun 19, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| A Deep Variational Approach to Clustering Survival Data | Jun 10, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Deep Clustering based Fair Outlier Detection | Jun 9, 2021 | AttributeClustering | CodeCode Available | 1 |
| Multi-Facet Clustering Variational Autoencoders | Jun 9, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation | May 31, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| SPICE: Semantic Pseudo-labeling for Image Clustering | Mar 17, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Doubly Contrastive Deep Clustering | Mar 9, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| CaEGCN: Cross-Attention Fusion based Enhanced Graph Convolutional Network for Clustering | Jan 18, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-picking | Dec 29, 2020 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Deep Fusion Clustering Network | Dec 15, 2020 | AttributeClustering | CodeCode Available | 1 |
| Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering | Dec 8, 2020 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| Adversarial Learning for Robust Deep Clustering | Dec 1, 2020 | Adversarial AttackClustering | CodeCode Available | 1 |
| Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation | Sep 21, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
