| An Embedding is Worth a Thousand Noisy Labels | Aug 26, 2024 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 1 | 5 |
| SLISEMAP: Supervised dimensionality reduction through local explanations | Jan 12, 2022 | ClassificationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders | Aug 25, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 | 5 |
| Adapting Text Embeddings for Causal Inference | May 29, 2019 | Causal IdentificationCausal Inference | CodeCode Available | 1 | 5 |
| Scalable semi-supervised dimensionality reduction with GPU-accelerated EmbedSOM | Jan 3, 2022 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Gravitational Dimensionality Reduction Using Newtonian Gravity and Einstein's General Relativity | Oct 30, 2022 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 | 5 |
| Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks | Jul 11, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Affective Manifolds: Modeling Machine's Mind to Like, Dislike, Enjoy, Suffer, Worry, Fear, and Feel Like A Human | Aug 29, 2022 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 | 5 |
| Supervised dimensionality reduction by a Linear Discriminant Analysis on pre-trained CNN features | Jun 22, 2020 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Curvature Augmented Manifold Embedding and Learning | Mar 21, 2024 | Data VisualizationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction | Jan 9, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections | Nov 7, 2018 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data | Nov 7, 2024 | Dimensionality ReductionObject | CodeCode Available | 0 | 5 |
| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Computer-aided Interpretable Features for Leaf Image Classification | Jun 15, 2021 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks | May 1, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| Supervised Quadratic Feature Analysis: Information Geometry Approach for Dimensionality Reduction | Jan 31, 2025 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 | 5 |
| Supervised Dimensionality Reduction for Big Data | Sep 5, 2017 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension | Jun 6, 2024 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Efficient Optimization for Discriminative Latent Class Models | Dec 1, 2010 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement | Mar 21, 2025 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 | 0 |
| Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication | Jan 9, 2022 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 | 0 |
| Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning | Dec 1, 2012 | Dimensionality ReductionMetric Learning | —Unverified | 0 | 0 |
| DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification | Dec 1, 2008 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs | Jul 31, 2015 | Dimensionality ReductionFace Recognition | —Unverified | 0 | 0 |
