| Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift | Sep 26, 2019 | ClusteringDeep Clustering | —Unverified | 0 |
| Pareto-optimal data compression for binary classification tasks | Aug 23, 2019 | Binary ClassificationClassification | CodeCode Available | 0 |
| N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding | Aug 16, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning | Aug 7, 2019 | ClusteringDecoder | CodeCode Available | 0 |
| Featuring the topology with the unsupervised machine learning | Aug 1, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Feature-Based Image Clustering and Segmentation Using Wavelets | Jul 5, 2019 | ClusteringDenoising | CodeCode Available | 0 |
| An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance | Jun 10, 2019 | ClusteringData Augmentation | CodeCode Available | 0 |
| Truncated Cauchy Non-negative Matrix Factorization | Jun 2, 2019 | ClusteringImage Clustering | —Unverified | 0 |
| Balanced Self-Paced Learning for Generative Adversarial Clustering Network | Jun 1, 2019 | ClusteringDeep Clustering | —Unverified | 0 |
| Robust Unsupervised Flexible Auto-weighted Local-Coordinate Concept Factorization for Image Clustering | May 25, 2019 | ClusteringImage Clustering | —Unverified | 0 |
| Joint Learning of Self-Representation and Indicator for Multi-View Image Clustering | May 11, 2019 | ClusteringImage Clustering | —Unverified | 0 |
| Self-Supervised Convolutional Subspace Clustering Network | May 1, 2019 | ClusteringImage Clustering | —Unverified | 0 |
| Deep Comprehensive Correlation Mining for Image Clustering | Apr 15, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning | Apr 4, 2019 | ClusteringDeep Hashing | —Unverified | 0 |
| Improving Deep Image Clustering With Spatial Transformer Layers | Feb 9, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering | Feb 8, 2019 | ClusteringDensity Estimation | —Unverified | 0 |
| StampNet: unsupervised multi-class object discovery | Feb 7, 2019 | ClusteringImage Clustering | CodeCode Available | 0 |
| Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment | Jan 30, 2019 | ClusteringImage Clustering | —Unverified | 0 |
| Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction | Jan 23, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Deep Representation Learning Characterized by Inter-class Separation for Image Clustering | Jan 19, 2019 | ClusteringImage Clustering | —Unverified | 0 |
| Dynamic Graph-Based Label Propagation for Density Peaks Clustering | Jan 1, 2019 | ClusteringImage Clustering | CodeCode Available | 0 |
| Deep Density-based Image Clustering | Dec 11, 2018 | ClusteringDeep Clustering | CodeCode Available | 0 |
| GAN-EM: GAN based EM learning framework | Dec 2, 2018 | ClusteringDimensionality Reduction | —Unverified | 0 |
| FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery | Nov 27, 2018 | Conditional Image GenerationDisentanglement | CodeCode Available | 0 |
| Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization | Nov 14, 2018 | ClusteringImage Clustering | —Unverified | 0 |
| Unsupervised organization of cervical cells using high resolution digital holographic microscopy | Nov 13, 2018 | Image ClusteringVocal Bursts Intensity Prediction | —Unverified | 0 |
| Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint | Oct 18, 2018 | ClusteringImage Clustering | CodeCode Available | 0 |
| Decipherment of Historical Manuscript Images | Oct 9, 2018 | ClusteringDecipherment | CodeCode Available | 0 |
| Deep clustering: On the link between discriminative models and K-means | Oct 9, 2018 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Highly-Economized Multi-View Binary Compression for Scalable Image Clustering | Sep 17, 2018 | ClusteringImage Clustering | —Unverified | 0 |
| A Transfer Learning based Feature-Weak-Relevant Method for Image Clustering | Aug 13, 2018 | ClusteringImage Clustering | —Unverified | 0 |
| Improving Image Clustering With Multiple Pretrained CNN Feature Extractors | Jul 20, 2018 | ClusteringImage Clustering | CodeCode Available | 0 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | Jul 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Unsupervised Deep Generative Adversarial Hashing Network | Jun 1, 2018 | ClusteringImage Clustering | —Unverified | 0 |
| Deep Adversarial Subspace Clustering | Jun 1, 2018 | ClusteringImage Clustering | —Unverified | 0 |
| Estimation of Non-Normalized Mixture Models and Clustering Using Deep Representation | May 19, 2018 | ClusteringImage Clustering | —Unverified | 0 |
| Image Clustering with Optimization Algorithms and Color Space | Apr 18, 2018 | ClusteringImage Clustering | CodeCode Available | 0 |
| Deep Multimodal Subspace Clustering Networks | Apr 17, 2018 | ClusteringDecoder | CodeCode Available | 0 |
| Relative Pairwise Relationship Constrained Non-negative Matrix Factorisation | Mar 5, 2018 | ClusteringImage Clustering | CodeCode Available | 0 |
| MemeSequencer: Sparse Matching for Embedding Image Macros | Feb 14, 2018 | ClusteringImage Clustering | —Unverified | 0 |
| A Self-Balanced Min-Cut Algorithm for Image Clustering | Oct 1, 2017 | ClusteringContent-Based Image Retrieval | —Unverified | 0 |
| Deep Adaptive Image Clustering | Oct 1, 2017 | ClusteringImage Clustering | CodeCode Available | 0 |
| Deep Subspace Clustering Networks | Sep 8, 2017 | ClusteringDecoder | CodeCode Available | 0 |
| Adaptive Low-Rank Kernel Subspace Clustering | Jul 17, 2017 | ClusteringImage Clustering | CodeCode Available | 0 |
| CNN features are also great at unsupervised classification | Jul 6, 2017 | ClassificationClustering | CodeCode Available | 0 |
| DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer | Jul 5, 2017 | ClusteringImage Clustering | —Unverified | 0 |
| Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization | Apr 20, 2017 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Graph Regularized Tensor Sparse Coding for Image Representation | Mar 27, 2017 | ClusteringImage Clustering | —Unverified | 0 |
| Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders | Mar 23, 2017 | ClusteringImage Clustering | CodeCode Available | 0 |
