| Minimalistic Unsupervised Learning with the Sparse Manifold Transform | Sep 30, 2022 | Self-Supervised LearningSparse Representation-based Classification | —Unverified | 0 |
| Improving Self-Organizing Maps with Unsupervised Feature Extraction | Sep 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Stacked Capsule Autoencoders | Jun 17, 2019 | Cross-Modal RetrievalObject | CodeCode Available | 0 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | Jul 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Inferencing Based on Unsupervised Learning of Disentangled Representations | Mar 7, 2018 | DescriptiveRepresentation Learning | CodeCode Available | 0 |
| PixelGAN Autoencoders | Jun 2, 2017 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets | Jun 12, 2016 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Ladder Variational Autoencoders | Feb 6, 2016 | Unsupervised MNIST | CodeCode Available | 0 |
| Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks | Nov 19, 2015 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 |
