| Face Pyramid Vision Transformer | Oct 21, 2022 | Dimensionality ReductionFace Recognition | CodeCode Available | 0 |
| Quiver Laplacians and Feature Selection | Apr 10, 2024 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| The spiked matrix model with generative priors | May 29, 2019 | Dimensionality Reductionmodel | CodeCode Available | 0 |
| Unsupervised dynamic modeling of medical image transformation | Mar 1, 2021 | DenoisingDimensionality Reduction | CodeCode Available | 0 |
| Latent Manifold Reconstruction and Representation with Topological and Geometrical Regularization | May 7, 2025 | Dimensionality Reduction | CodeCode Available | 0 |
| Latent regularization for feature selection using kernel methods in tumor classification | Apr 10, 2020 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| Nonlinear Sufficient Dimension Reduction for Distribution-on-Distribution Regression | Jul 11, 2022 | Dimensionality Reductionregression | CodeCode Available | 0 |
| Factorized Discriminant Analysis for Genetic Signatures of Neuronal Phenotypes | Oct 5, 2020 | Dimensionality ReductionRepresentation Learning | CodeCode Available | 0 |
| Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball | Jan 5, 2014 | Dimensionality Reduction | CodeCode Available | 0 |
| Visualizing the Effects of a Changing Distance on Data Using Continuous Embeddings | Nov 8, 2013 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow | Feb 27, 2018 | Dimensionality Reduction | CodeCode Available | 0 |
| A Bi-level Nonlinear Eigenvector Algorithm for Wasserstein Discriminant Analysis | Nov 21, 2022 | Dimensionality Reduction | CodeCode Available | 0 |
| Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift | Oct 29, 2018 | Dimensionality ReductionTwo-sample testing | CodeCode Available | 0 |
| Challenging Euclidean Topological Autoencoders | Oct 10, 2020 | Dimensionality Reduction | CodeCode Available | 0 |
| Multi-Criteria Dimensionality Reduction with Applications to Fairness | Feb 28, 2019 | Dimensionality ReductionFairness | CodeCode Available | 0 |
| Subspace Clustering through Sub-Clusters | Nov 15, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Lazy stochastic principal component analysis | Sep 21, 2017 | Dimensionality Reduction | CodeCode Available | 0 |
| Challenges of Multi-Modal Coreset Selection for Depth Prediction | Feb 20, 2025 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection | Oct 22, 2019 | Dimensionality ReductionDiversity | CodeCode Available | 0 |
| DeepFRC: An End-to-End Deep Learning Model for Functional Registration and Classification | Jan 30, 2025 | Dimensionality ReductionHandwriting Recognition | CodeCode Available | 0 |
| ShaRP: Shape-Regularized Multidimensional Projections | Jun 1, 2023 | Dimensionality Reduction | CodeCode Available | 0 |
| Automatic Differentiation in PyTorch | Oct 28, 2017 | ClusteringCPU | CodeCode Available | 0 |
| Image Reconstruction via Deep Image Prior Subspaces | Feb 20, 2023 | Dimensionality ReductionImage Reconstruction | CodeCode Available | 0 |
| Chainer: a Next-Generation Open Source Framework for Deep Learning | Jan 1, 2015 | ClusteringDeep Learning | CodeCode Available | 0 |
| Deep Feature Selection using a Teacher-Student Network | Mar 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks | Jul 11, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| Using Dimensionality Reduction to Optimize t-SNE | Dec 2, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| A Flag Decomposition for Hierarchical Datasets | Feb 11, 2025 | ClusteringDenoising | CodeCode Available | 0 |
| Center Smoothing: Certified Robustness for Networks with Structured Outputs | Feb 19, 2021 | Adversarial RobustnessDimensionality Reduction | CodeCode Available | 0 |
| Subsurface Characterization using Ensemble-based Approaches with Deep Generative Models | Oct 2, 2023 | Dimensionality ReductionGenerative Adversarial Network | CodeCode Available | 0 |
| Sufficient dimension reduction for classification using principal optimal transport direction | Oct 19, 2020 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| Sifting Common Information from Many Variables | Jun 7, 2016 | blind source separationDimensionality Reduction | CodeCode Available | 0 |
| CCP: Correlated Clustering and Projection for Dimensionality Reduction | Jun 8, 2022 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Signal enhancement for two-dimensional cryo-EM data processing | Dec 2, 2022 | Dimensionality ReductionSymmetry Detection | CodeCode Available | 0 |
| Deep Embedded SOM: Joint Representation Learning and Self-Organization | Apr 24, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| A Mathematical Formalization of Hierarchical Temporal Memory's Spatial Pooler | Jan 22, 2016 | AttributeDimensionality Reduction | CodeCode Available | 0 |
| Fast Randomized PCA for Sparse Data | Oct 16, 2018 | Dimensionality ReductionInformation Retrieval | CodeCode Available | 0 |
| "Normalized Stress" is Not Normalized: How to Interpret Stress Correctly | Aug 14, 2024 | Dimensionality Reduction | CodeCode Available | 0 |
| Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization | Apr 18, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| CausNet : Generational orderings based search for optimal Bayesian networks via dynamic programming with parent set constraints | Jul 18, 2022 | Dimensionality Reduction | CodeCode Available | 0 |
| The Wasserstein-Fourier Distance for Stationary Time Series | Dec 11, 2019 | Data AugmentationDimensionality Reduction | CodeCode Available | 0 |
| Novel optimized crow search algorithm for feature selection | Apr 30, 2022 | ClassificationComputational Efficiency | CodeCode Available | 0 |
| FCA2: Frame Compression-Aware Autoencoder for Modular and Fast Compressed Video Super-Resolution | Jun 13, 2025 | Dimensionality ReductionSuper-Resolution | CodeCode Available | 0 |
| Deep Diffusion Maps | May 9, 2025 | Dimensionality Reduction | CodeCode Available | 0 |
| Similarity encoding for learning with dirty categorical variables | Jun 4, 2018 | Dimensionality Reduction | CodeCode Available | 0 |
| Novelty Detection via Robust Variational Autoencoding | Jun 9, 2020 | Dimensionality ReductionNovelty Detection | CodeCode Available | 0 |
| Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles | Apr 30, 2022 | Dimensionality Reduction | CodeCode Available | 0 |
| Similarity Learning for High-Dimensional Sparse Data | Nov 10, 2014 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 |
| nSimplex Zen: A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces | Feb 22, 2023 | Dimensionality Reduction | CodeCode Available | 0 |
| Feature Grouping and Sparse Principal Component Analysis with Truncated Regularization | Jun 25, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
