| AutoNovel: Automatically Discovering and Learning Novel Visual Categories | Jun 29, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation | May 31, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Unsupervised Visual Representation Learning by Online Constrained K-Means | May 24, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering | May 5, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Representation Learning for Clustering via Building Consensus | May 4, 2021 | ClusteringData Augmentation | CodeCode Available | 0 |
| Dataset Summarization by K Principal Concepts | Apr 8, 2021 | ClusteringImage Clustering | —Unverified | 0 |
| Unsupervised Classification for Polarimetric SAR Data Using Variational Bayesian Wishart Mixture Model with Inverse Gamma-Gamma Prior | Apr 4, 2021 | ClusteringImage Clustering | —Unverified | 0 |
| SPICE: Semantic Pseudo-labeling for Image Clustering | Mar 17, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Information Maximization Clustering via Multi-View Self-Labelling | Mar 12, 2021 | ClusteringImage Classification | CodeCode Available | 1 |
| Low-Rank Isomap Algorithm | Mar 6, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| On PyTorch Implementation of Density Estimators for von Mises-Fisher and Its Mixture | Feb 10, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction | Jan 18, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Combining pretrained CNN feature extractors to enhance clustering of complex natural images | Jan 7, 2021 | Clusteringimage-classification | —Unverified | 0 |
| Improving Unsupervised Image Clustering With Robust Learning | Dec 21, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Interpretable Image Clustering via Diffeomorphism-Aware K-Means | Dec 16, 2020 | ClusteringImage Clustering | —Unverified | 0 |
| Doubly Stochastic Subspace Clustering | Nov 30, 2020 | ClusteringImage Clustering | CodeCode Available | 0 |
| Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement | Nov 23, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Image Clustering using an Augmented Generative Adversarial Network and Information Maximization | Nov 8, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Multi-level Feature Learning on Embedding Layer of Convolutional Autoencoders and Deep Inverse Feature Learning for Image Clustering | Oct 5, 2020 | ClusteringDeep Clustering | —Unverified | 0 |
| Contrastive Clustering | Sep 21, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| SA-Net: A deep spectral analysis network for image clustering | Sep 11, 2020 | ClusteringImage Clustering | —Unverified | 0 |
| Spectral Analysis Network for Deep Representation Learning and Image Clustering | Sep 11, 2020 | ClusteringImage Clustering | —Unverified | 0 |
| Self-Supervised Learning for Large-Scale Unsupervised Image Clustering | Aug 24, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Deep Image Clustering with Category-Style Representation | Jul 20, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
