| 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 |
| Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches | Jul 6, 2020 | Clusteringimage-classification | —Unverified | 0 |
| Unsupervised Image Classification for Deep Representation Learning | Jun 20, 2020 | ClassificationClustering | CodeCode Available | 0 |
| Deep Transformation-Invariant Clustering | Jun 19, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| LSD-C: Linearly Separable Deep Clusters | Jun 17, 2020 | ClusteringData Augmentation | CodeCode Available | 1 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction | Jun 15, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Interpretable Visualizations with Differentiating Embedding Networks | Jun 11, 2020 | ClusteringImage Clustering | CodeCode Available | 0 |
| Unsupervised Transfer Learning with Self-Supervised Remedy | Jun 8, 2020 | ClusteringDomain Adaptation | —Unverified | 0 |
| Improving k-Means Clustering Performance with Disentangled Internal Representations | Jun 5, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 |
| SCAN: Learning to Classify Images without Labels | May 25, 2020 | ClassificationClustering | CodeCode Available | 2 |
| Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy | May 10, 2020 | ClusteringFace Reconstruction | —Unverified | 0 |
| Variational Clustering: Leveraging Variational Autoencoders for Image Clustering | May 10, 2020 | ClusteringImage Clustering | —Unverified | 0 |
| Hyperspectral Image Clustering with Spatially-Regularized Ultrametrics | Apr 10, 2020 | Clusteringhyperspectral image clustering | CodeCode Available | 0 |
| DHOG: Deep Hierarchical Object Grouping | Mar 13, 2020 | ClusteringEdge Detection | —Unverified | 0 |
| FLIC: Fast Lidar Image Clustering | Mar 1, 2020 | Autonomous DrivingClustering | —Unverified | 0 |
| GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering | Feb 27, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE | Feb 13, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| Leveraging tensor kernels to reduce objective function mismatch in deep clustering | Jan 20, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Image Analytics for Legal Document Review: A Transfer Learning Approach | Dec 19, 2019 | Clusteringimage-classification | —Unverified | 0 |
| Graph-based Multi-view Binary Learning for Image Clustering | Dec 11, 2019 | ClusteringGraph Embedding | —Unverified | 0 |
| Transformed Subspace Clustering | Dec 10, 2019 | BenchmarkingClustering | —Unverified | 0 |
| Multi-Modal Deep Clustering: Unsupervised Partitioning of Images | Dec 5, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Self-labelling via simultaneous clustering and representation learning | Nov 13, 2019 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Spatial Sparse subspace clustering for Compressive Spectral imaging | Nov 5, 2019 | ClusteringImage Clustering | —Unverified | 0 |
| Learning eating environments through scene clustering | Oct 24, 2019 | ClusteringImage Clustering | —Unverified | 0 |
