| DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction | Sep 19, 2019 | Dimensionality Reduction | CodeCode Available | 1 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 |
| Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation | May 14, 2020 | Dimensionality ReductionImage Retrieval | CodeCode Available | 1 |
| Diagnosing and Fixing Manifold Overfitting in Deep Generative Models | Apr 14, 2022 | Density EstimationDimensionality Reduction | CodeCode Available | 1 |
| A local approach to parameter space reduction for regression and classification tasks | Jul 22, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder | May 6, 2022 | Dimensionality ReductionInformation Retrieval | CodeCode Available | 1 |
| DiRe-JAX: A JAX based Dimensionality Reduction Algorithm for Large-scale Data | Mar 5, 2025 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 1 |
| On Path Integration of Grid Cells: Group Representation and Isotropic Scaling | Jun 18, 2020 | Dimensionality ReductionPosition | CodeCode Available | 1 |
| AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath | Mar 15, 2022 | 8kAudio Classification | CodeCode Available | 1 |
| DMT-HI: MOE-based Hyperbolic Interpretable Deep Manifold Transformation for Unspervised Dimensionality Reduction | Oct 25, 2024 | Dimensionality ReductionMixture-of-Experts | CodeCode Available | 1 |
| Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration | Mar 23, 2021 | Adversarial RobustnessDimensionality Reduction | CodeCode Available | 1 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 |
| Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decomposition | Oct 3, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | CodeCode Available | 1 |
| Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms | Apr 22, 2021 | Dimensionality ReductionTranslation | CodeCode Available | 1 |
| Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models | Jul 8, 2022 | Dimensionality Reductionimage-classification | CodeCode Available | 1 |
| EVNet: An Explainable Deep Network for Dimension Reduction | Nov 21, 2022 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Application of Clustering Algorithms for Dimensionality Reduction in Infrastructure Resilience Prediction Models | May 6, 2022 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Fast Network Embedding Enhancement via High Order Proximity Approximation | May 13, 2020 | Dimensionality ReductionLink Prediction | CodeCode Available | 1 |
| A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces | Jan 11, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Aha! Adaptive History-Driven Attack for Decision-Based Black-Box Models | Jan 1, 2021 | Dimensionality Reduction | CodeCode Available | 1 |
| FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models | Dec 28, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Flows for simultaneous manifold learning and density estimation | Mar 31, 2020 | DenoisingDensity Estimation | CodeCode Available | 1 |
| Approximating Likelihood Ratios with Calibrated Discriminative Classifiers | Jun 6, 2015 | Dimensionality Reduction | CodeCode Available | 1 |
| GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition | Mar 22, 2024 | Action RecognitionDimensionality Reduction | CodeCode Available | 1 |
| Going Beyond T-SNE: Exposing whatlies in Text Embeddings | Sep 4, 2020 | Dimensionality ReductionSentence | 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 |
| HEFT: Homomorphically Encrypted Fusion of Biometric Templates | Aug 15, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery | Mar 7, 2023 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| An Embedding is Worth a Thousand Noisy Labels | Aug 26, 2024 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 1 |
| An efficient aggregation method for the symbolic representation of temporal data | Jan 14, 2022 | Dimensionality ReductionInformation Retrieval | CodeCode Available | 1 |
| ActUp: Analyzing and Consolidating tSNE and UMAP | May 12, 2023 | Dimensionality Reduction | CodeCode Available | 1 |
| Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation | Dec 22, 2022 | Dimensionality ReductionGenerative Adversarial Network | CodeCode Available | 1 |
| Improving Metric Dimensionality Reduction with Distributed Topology | Jun 14, 2021 | Dimensionality Reduction | CodeCode Available | 1 |
| Improving the HardNet Descriptor | Jul 19, 2020 | Dimensionality ReductionImage Retrieval | CodeCode Available | 1 |
| A New Basis for Sparse Principal Component Analysis | Jul 1, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 1 |
| Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction | Sep 21, 2020 | Dimensionality Reduction | CodeCode Available | 1 |
| An Additive Autoencoder for Dimension Estimation | Oct 13, 2022 | Dimensionality Reduction | CodeCode Available | 1 |
| Latent Autoregressive Source Separation | Jan 9, 2023 | Dimensionality Reduction | 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 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision | Jun 15, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Less is more: Faster and better music version identification with embedding distillation | Oct 7, 2020 | Dimensionality ReductionRetrieval | CodeCode Available | 1 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 |
| Linear Recursive Feature Machines provably recover low-rank matrices | Jan 9, 2024 | Dimensionality ReductionLow-Rank Matrix Completion | CodeCode Available | 1 |
| Locally Linear Embedding and its Variants: Tutorial and Survey | Nov 22, 2020 | Dimensionality ReductionSurvey | CodeCode Available | 1 |
| Markov-Lipschitz Deep Learning | Jun 15, 2020 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Metric Space Magnitude for Evaluating the Diversity of Latent Representations | Nov 27, 2023 | Dimensionality ReductionDiversity | CodeCode Available | 1 |
| Minimum-Distortion Embedding | Mar 3, 2021 | Dimensionality Reduction | CodeCode Available | 1 |
| Modern Dimension Reduction | Mar 11, 2021 | Dimensionality Reduction | CodeCode Available | 1 |
| The Signature Kernel is the solution of a Goursat PDE | Jun 26, 2020 | Dimensionality ReductionGPU | CodeCode Available | 1 |
| Distributional Principal Autoencoders | Apr 21, 2024 | DecoderDimensionality Reduction | CodeCode Available | 1 |
