| Let Go of Your Labels with Unsupervised Transfer | Jun 11, 2024 | Image ClusteringUnsupervised Image Classification | CodeCode Available | 2 |
| SCAN: Learning to Classify Images without Labels | May 25, 2020 | ClassificationClustering | CodeCode Available | 2 |
| DeepDPM: Deep Clustering With an Unknown Number of Clusters | Mar 27, 2022 | ClusteringDeep Clustering | CodeCode Available | 2 |
| Capsule Network based Contrastive Learning of Unsupervised Visual Representations | Sep 22, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Unsupervised Visual Representation Learning by Online Constrained K-Means | May 24, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 |
| Breaking the Reclustering Barrier in Centroid-based Deep Clustering | Nov 4, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Deep Transformation-Invariant Clustering | Jun 19, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| iBOT: Image BERT Pre-Training with Online Tokenizer | Nov 15, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Improving Cross-domain Few-shot Classification with Multilayer Perceptron | Dec 15, 2023 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Improving Self-Organizing Maps with Unsupervised Feature Extraction | Sep 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Improving Unsupervised Image Clustering With Robust Learning | Dec 21, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets | Jun 12, 2016 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | Jul 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Self-Supervised Classification Network | Mar 19, 2021 | ClassificationClustering | CodeCode Available | 1 |
| Self-Supervised Learning by Estimating Twin Class Distributions | Oct 14, 2021 | Fine-Grained Image ClassificationImage Classification | CodeCode Available | 1 |
| Self-Supervised Learning for Large-Scale Unsupervised Image Clustering | Aug 24, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Stable Cluster Discrimination for Deep Clustering | Nov 24, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning | Sep 21, 2023 | Image ClusteringUnsupervised Image Classification | CodeCode Available | 1 |
| Unsupervised Deep Embedding for Clustering Analysis | Nov 19, 2015 | ClusteringImage Clustering | CodeCode Available | 1 |
| Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination | Aug 9, 2020 | Contrastive LearningSemi-Supervised Image Classification | CodeCode Available | 1 |
| ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision | Apr 19, 2023 | Contrastive Learningimage-classification | —Unverified | 0 |
| Combining pretrained CNN feature extractors to enhance clustering of complex natural images | Jan 7, 2021 | Clusteringimage-classification | —Unverified | 0 |
| Loss Function Entropy Regularization for Diverse Decision Boundaries | Apr 30, 2022 | Contrastive LearningDenoising | —Unverified | 0 |
