| Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation | May 31, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit | Jul 5, 2015 | ClusteringFace Clustering | CodeCode Available | 1 | 5 |
| Deep Image Clustering with Category-Style Representation | Jul 20, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Contrastive Hierarchical Clustering | Mar 3, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Vision Transformer for Contrastive Clustering | Jun 26, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Self-Supervised Learning for Large-Scale Unsupervised Image Clustering | Aug 24, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| CNN features are also great at unsupervised classification | Jul 6, 2017 | ClassificationClustering | CodeCode Available | 0 | 5 |
| Deep Subspace Clustering Networks | Sep 8, 2017 | ClusteringDecoder | CodeCode Available | 0 | 5 |
| Deep Structure and Attention Aware Subspace Clustering | Dec 25, 2023 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Spectral image clustering on dual-energy CT scans using functional regression mixtures | Jan 31, 2022 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Clustering Without Knowing How To: Application and Evaluation | Sep 21, 2022 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Deep Online Probability Aggregation Clustering | Jul 7, 2024 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep Multimodal Subspace Clustering Networks | Apr 17, 2018 | ClusteringDecoder | CodeCode Available | 0 | 5 |
| Leveraging tensor kernels to reduce objective function mismatch in deep clustering | Jan 20, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Scalable Sequential Spectral Clustering | Feb 12, 2016 | Clusteringgraph construction | CodeCode Available | 0 | 5 |
| Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric | Sep 26, 2022 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Rethinking cluster-conditioned diffusion models for label-free image synthesis | Mar 1, 2024 | ClusteringConditional Image Generation | CodeCode Available | 0 | 5 |
| Deep Density-based Image Clustering | Dec 11, 2018 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep Comprehensive Correlation Mining for Image Clustering | Apr 15, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Relative Pairwise Relationship Constrained Non-negative Matrix Factorisation | Mar 5, 2018 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Deep Colorization | Apr 30, 2016 | ClusteringColorization | CodeCode Available | 0 | 5 |
| N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding | Aug 16, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction | Jan 23, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Pareto-optimal data compression for binary classification tasks | Aug 23, 2019 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Representation Learning for Clustering via Building Consensus | May 4, 2021 | ClusteringData Augmentation | CodeCode Available | 0 | 5 |
| Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement | Nov 23, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep Clustering via Probabilistic Ratio-Cut Optimization | Feb 1, 2025 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Graph Cut-guided Maximal Coding Rate Reduction for Learning Image Embedding and Clustering | Dec 25, 2024 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization | Apr 20, 2017 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep clustering: On the link between discriminative models and K-means | Oct 9, 2018 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Large-Scale Hyperspectral Image Clustering Using Contrastive Learning | Nov 15, 2021 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery | Nov 27, 2018 | Conditional Image GenerationDisentanglement | CodeCode Available | 0 | 5 |
| Adaptive Low-Rank Kernel Subspace Clustering | Jul 17, 2017 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Joint Unsupervised Learning of Deep Representations and Image Clusters | Apr 13, 2016 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Learning Hierarchical Graph Neural Networks for Image Clustering | Jul 3, 2021 | ClusteringFace Clustering | CodeCode Available | 0 | 5 |
| Deep Adaptive Image Clustering | Oct 1, 2017 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Feature-Based Image Clustering and Segmentation Using Wavelets | Jul 5, 2019 | ClusteringDenoising | CodeCode Available | 0 | 5 |
| IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation | Mar 18, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| I Spy With My Little Eye: A Minimum Cost Multicut Investigation of Dataset Frames | Dec 2, 2024 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction | Jan 24, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Multi-Modal Deep Clustering: Unsupervised Partitioning of Images | Dec 5, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Graph Degree Linkage: Agglomerative Clustering on a Directed Graph | Aug 25, 2012 | ClusteringComputational Efficiency | CodeCode Available | 0 | 5 |
| Decipherment of Historical Manuscript Images | Oct 9, 2018 | ClusteringDecipherment | 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 |
| Improving k-Means Clustering Performance with Disentangled Internal Representations | Jun 5, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint | Oct 18, 2018 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| A Simple Approach to Automated Spectral Clustering | Jul 23, 2021 | Bayesian OptimizationClustering | CodeCode Available | 0 | 5 |
| Improving Image Clustering With Multiple Pretrained CNN Feature Extractors | Jul 20, 2018 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Hyperspectral Image Clustering with Spatially-Regularized Ultrametrics | Apr 10, 2020 | Clusteringhyperspectral image clustering | CodeCode Available | 0 | 5 |
| Efficient Deep Clustering of Human Activities and How to Improve Evaluation | Sep 17, 2022 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
