| Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering | May 9, 2016 | ClusteringImage Clustering | CodeCode Available | 1 |
| Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks | Nov 19, 2015 | Conditional Image GenerationImage Clustering | CodeCode Available | 1 |
| Unsupervised Deep Embedding for Clustering Analysis | Nov 19, 2015 | ClusteringImage Clustering | CodeCode Available | 1 |
| Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit | Jul 5, 2015 | ClusteringFace Clustering | CodeCode Available | 1 |
| Auto-Encoding Variational Bayes | Dec 20, 2013 | Anomaly DetectionImage Clustering | CodeCode Available | 1 |
| Sparse Subspace Clustering: Algorithm, Theory, and Applications | Mar 5, 2012 | ClusteringFace Clustering | CodeCode Available | 1 |
| Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering | Jun 11, 2025 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders | Jun 11, 2025 | ClusteringDeep Clustering | —Unverified | 0 |
| Advanced Clustering Framework for Semiconductor Image Analytics Integrating Deep TDA with Self-Supervised and Transfer Learning Techniques | May 5, 2025 | ClusteringImage Clustering | —Unverified | 0 |
| Utilization of Neighbor Information for Image Classification with Different Levels of Supervision | Mar 18, 2025 | Clusteringimage-classification | —Unverified | 0 |
| Online Meta-learning for AutoML in Real-time (OnMAR) | Feb 27, 2025 | AutoMLImage Clustering | —Unverified | 0 |
| Keep It Light! Simplifying Image Clustering Via Text-Free Adapters | Feb 6, 2025 | ClusteringDeep Clustering | —Unverified | 0 |
| Deep Clustering via Probabilistic Ratio-Cut Optimization | Feb 1, 2025 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Graph Cut-guided Maximal Coding Rate Reduction for Learning Image Embedding and Clustering | Dec 25, 2024 | ClusteringImage Clustering | CodeCode Available | 0 |
| DiFiC: Your Diffusion Model Holds the Secret to Fine-Grained Clustering | Dec 25, 2024 | ClusteringData Augmentation | —Unverified | 0 |
| I Spy With My Little Eye: A Minimum Cost Multicut Investigation of Dataset Frames | Dec 2, 2024 | ClusteringImage Clustering | CodeCode Available | 0 |
| Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering | Oct 7, 2024 | ClusteringImage Clustering | —Unverified | 0 |
| Dual-Level Cross-Modal Contrastive Clustering | Sep 6, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning | Sep 5, 2024 | ClusteringDeep Clustering | —Unverified | 0 |
| Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images | Sep 3, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Clustering-friendly Representation Learning for Enhancing Salient Features | Aug 9, 2024 | ClusteringContrastive Learning | —Unverified | 0 |
| Image Clustering Algorithm Based on Self-Supervised Pretrained Models and Latent Feature Distribution Optimization | Aug 4, 2024 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Deep Online Probability Aggregation Clustering | Jul 7, 2024 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability | Jul 2, 2024 | Image Clustering | —Unverified | 0 |
| Text-Guided Alternative Image Clustering | Jun 7, 2024 | ClusteringImage Clustering | —Unverified | 0 |
| Scaling Up Deep Clustering Methods Beyond ImageNet-1K | Jun 3, 2024 | ClusteringDeep Clustering | —Unverified | 0 |
| Towards Realistic Long-tailed Semi-supervised Learning in an Open World | May 23, 2024 | Image ClusteringROLSSL-Consistent | CodeCode Available | 0 |
| Contrastive Mean-Shift Learning for Generalized Category Discovery | Apr 15, 2024 | ClusteringContrastive Learning | —Unverified | 0 |
| Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering | Apr 8, 2024 | ClusteringContrastive Learning | —Unverified | 0 |
| Terraced Compression Method with Automated Threshold Selection for Multidimensional Image Clustering of Heterogeneous Bodies | Apr 3, 2024 | Image Clustering | —Unverified | 0 |
| IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation | Mar 18, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Rethinking cluster-conditioned diffusion models for label-free image synthesis | Mar 1, 2024 | ClusteringConditional Image Generation | CodeCode Available | 0 |
| The VampPrior Mixture Model | Feb 6, 2024 | ClusteringImage Clustering | CodeCode Available | 0 |
| Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction | Jan 24, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Multi-level Cross-modal Alignment for Image Clustering | Jan 22, 2024 | Clusteringcross-modal alignment | —Unverified | 0 |
| Deep Structure and Attention Aware Subspace Clustering | Dec 25, 2023 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Image Clustering using Restricted Boltzman Machine | Dec 21, 2023 | ClusteringImage Clustering | —Unverified | 0 |
| Pixel-Superpixel Contrastive Learning and Pseudo-Label Correction for Hyperspectral Image Clustering | Dec 15, 2023 | ClusteringContrastive Learning | —Unverified | 0 |
| Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts | Nov 1, 2023 | ClusteringDeep Clustering | —Unverified | 0 |
| Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering | Oct 27, 2023 | ClusteringImage Clustering | —Unverified | 0 |
| Quantum Block-Matching Algorithm using Dissimilarity Measure | Sep 27, 2023 | ClusteringImage Clustering | —Unverified | 0 |
| Bridging Distribution Learning and Image Clustering in High-dimensional Space | Aug 29, 2023 | ClusteringImage Clustering | —Unverified | 0 |
| MES-Loss: Mutually equidistant separation metric learning loss function | Aug 1, 2023 | ClusteringImage Clustering | —Unverified | 0 |
| A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization | Jan 25, 2023 | ClusteringImage Clustering | —Unverified | 0 |
| Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric | Sep 26, 2022 | ClusteringFairness | CodeCode Available | 0 |
| Improving Image Clustering through Sample Ranking and Its Application to remote--sensing images | Sep 26, 2022 | ClusteringImage Clustering | CodeCode Available | 0 |
| Self-supervised Image Clustering from Multiple Incomplete Views via Constrastive Complementary Generation | Sep 24, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Contrastive learning for unsupervised medical image clustering and reconstruction | Sep 24, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Clustering Without Knowing How To: Application and Evaluation | Sep 21, 2022 | ClusteringImage Clustering | CodeCode Available | 0 |
| Efficient Deep Clustering of Human Activities and How to Improve Evaluation | Sep 17, 2022 | ClusteringDeep Clustering | CodeCode Available | 0 |
