| DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning | Oct 4, 2023 | Dimensionality ReductionIn-Context Learning | CodeCode Available | 1 |
| Multi-fidelity reduced-order surrogate modeling | Sep 1, 2023 | Dimensionality Reduction | CodeCode Available | 1 |
| Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression | Aug 21, 2023 | Dimensionality Reduction | CodeCode Available | 1 |
| ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings | Aug 1, 2023 | Dimensionality Reduction | CodeCode Available | 1 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| ActUp: Analyzing and Consolidating tSNE and UMAP | May 12, 2023 | Dimensionality Reduction | CodeCode Available | 1 |
| Collection Space Navigator: An Interactive Visualization Interface for Multidimensional Datasets | May 11, 2023 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 |
| Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation | Apr 14, 2023 | Dimensionality ReductionSemantic Segmentation | CodeCode Available | 1 |
| SELFormer: Molecular Representation Learning via SELFIES Language Models | Apr 10, 2023 | Dimensionality ReductionDrug Discovery | CodeCode Available | 1 |
| A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery | Mar 7, 2023 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Kernelized Diffusion maps | Feb 13, 2023 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Learning Topology-Preserving Data Representations | Jan 31, 2023 | Dimensionality ReductionTriplet | CodeCode Available | 1 |
| Fast conformational clustering of extensive molecular dynamics simulation data | Jan 11, 2023 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Latent Autoregressive Source Separation | Jan 9, 2023 | Dimensionality Reduction | CodeCode Available | 1 |
| Principal Component Analysis in Space Forms | Jan 6, 2023 | Dimensionality ReductionForm | CodeCode Available | 1 |
| Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation | Dec 22, 2022 | Dimensionality ReductionGenerative Adversarial Network | CodeCode Available | 1 |
| Quantifying Extrinsic Curvature in Neural Manifolds | Dec 20, 2022 | Dimensionality ReductionTopological Data Analysis | CodeCode Available | 1 |
| Transform Once: Efficient Operator Learning in Frequency Domain | Nov 26, 2022 | Dimensionality ReductionOperator learning | CodeCode Available | 1 |
| Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data | Nov 25, 2022 | Dimensionality Reductionfeature selection | CodeCode Available | 1 |
| Efficient Feature Extraction for High-resolution Video Frame Interpolation | Nov 25, 2022 | 4kDimensionality Reduction | CodeCode Available | 1 |
| EVNet: An Explainable Deep Network for Dimension Reduction | Nov 21, 2022 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Minimalist Data Wrangling with Python | Nov 9, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| A Spectral Method for Assessing and Combining Multiple Data Visualizations | Oct 25, 2022 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 |
| An Additive Autoencoder for Dimension Estimation | Oct 13, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| ParaDime: A Framework for Parametric Dimensionality Reduction | Oct 10, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors | Sep 27, 2022 | Dimensionality ReductionImage Retrieval | CodeCode Available | 1 |
| Bayesian Optimization of Sampling Densities in MRI | Sep 15, 2022 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 1 |
| Risk of Bias in Chest Radiography Deep Learning Foundation Models | Sep 7, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms | Aug 28, 2022 | Dimensionality ReductionQuantum Machine Learning | CodeCode Available | 1 |
| Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders | Aug 25, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| IAN: Iterated Adaptive Neighborhoods for manifold learning and dimensionality estimation | Aug 19, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| HEFT: Homomorphically Encrypted Fusion of Biometric Templates | Aug 15, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models | Jul 8, 2022 | Dimensionality Reductionimage-classification | CodeCode Available | 1 |
| Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths | Jun 27, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning | Jun 21, 2022 | Dimensionality ReductionExperimental Design | CodeCode Available | 1 |
| GiDR-DUN; Gradient Dimensionality Reduction -- Differences and Unification | Jun 20, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| Few-Shot Learning by Dimensionality Reduction in Gradient Space | Jun 7, 2022 | Dimensionality ReductionFew-Shot Learning | CodeCode Available | 1 |
| SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series | May 31, 2022 | Contrastive LearningDimensionality Reduction | CodeCode Available | 1 |
| Trainable Weight Averaging: A General Approach for Subspace Training | May 26, 2022 | Dimensionality ReductionEfficient Neural Network | CodeCode Available | 1 |
| FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting | May 18, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| High-dimensional additive Gaussian processes under monotonicity constraints | May 17, 2022 | Dimensionality ReductionGaussian Processes | CodeCode Available | 1 |
| DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps | May 14, 2022 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| DistilProtBert: A distilled protein language model used to distinguish between real proteins and their randomly shuffled counterparts | May 10, 2022 | Dimensionality ReductionKnowledge Distillation | CodeCode Available | 1 |
| Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder | May 6, 2022 | Dimensionality ReductionInformation Retrieval | CodeCode Available | 1 |
| Application of Clustering Algorithms for Dimensionality Reduction in Infrastructure Resilience Prediction Models | May 6, 2022 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Uniform Manifold Approximation with Two-phase Optimization | May 1, 2022 | Dimensionality ReductionVocal Bursts Valence Prediction | CodeCode Available | 1 |
| Diagnosing and Fixing Manifold Overfitting in Deep Generative Models | Apr 14, 2022 | Density EstimationDimensionality Reduction | CodeCode Available | 1 |
| DMCNet: Diversified Model Combination Network for Understanding Engagement from Video Screengrabs | Apr 13, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data | Apr 7, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| Correlation-based feature selection to identify functional dynamics in proteins | Apr 6, 2022 | ClusteringCommunity Detection | CodeCode Available | 1 |
