| Topic Modeling with Topological Data Analysis | Jan 16, 2022 | ClusteringTopological Data Analysis | —Unverified | 0 |
| Persistent Homology for Breast Tumor Classification using Mammogram Scans | Jan 7, 2022 | Anomaly DetectionClassification | —Unverified | 0 |
| Persistent Homological State-Space Estimation of Functional Human Brain Networks at Rest | Jan 1, 2022 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Persformer: A Transformer Architecture for Topological Machine Learning | Dec 30, 2021 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 |
| Unsupervised machine learning approaches to the q-state Potts model | Dec 13, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks | Nov 25, 2021 | Learning TheoryTopological Data Analysis | CodeCode Available | 1 |
| The Impact of Changes in Resolution on the Persistent Homology of Images | Nov 10, 2021 | Topological Data Analysis | CodeCode Available | 0 |
| A Topological Data Analysis Based Classifier | Nov 9, 2021 | Multi-class ClassificationTopological Data Analysis | CodeCode Available | 0 |
| Activation Landscapes as a Topological Summary of Neural Network Performance | Oct 19, 2021 | Topological Data Analysis | —Unverified | 0 |
| Data-driven and Automatic Surface Texture Analysis Using Persistent Homology | Oct 19, 2021 | Texture ClassificationTopological Data Analysis | —Unverified | 0 |
| Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings | Oct 9, 2021 | Brain Computer InterfaceFeature Importance | —Unverified | 0 |
| Uncertainty, volatility and the persistence norms of financial time series | Sep 30, 2021 | regressionTime Series | —Unverified | 0 |
| TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting | Sep 29, 2021 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| A computationally efficient framework for vector representation of persistence diagrams | Sep 16, 2021 | Change Point DetectionTopological Data Analysis | —Unverified | 0 |
| Artificial Text Detection via Examining the Topology of Attention Maps | Sep 10, 2021 | Text DetectionTopological Data Analysis | CodeCode Available | 1 |
| Emerging vaccine-breakthrough SARS-CoV-2 variants | Sep 9, 2021 | Topological Data Analysis | —Unverified | 0 |
| Mapper-type algorithms for complex data and relations | Sep 2, 2021 | Topological Data AnalysisVocal Bursts Type Prediction | CodeCode Available | 0 |
| A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis | Sep 1, 2021 | Efficient ExplorationTopological Data Analysis | CodeCode Available | 0 |
| Topological Approximate Bayesian Computation for Parameter Inference of an Angiogenesis Model | Aug 26, 2021 | Topological Data Analysis | CodeCode Available | 0 |
| Monitoring weeder robots and anticipating their functioning by using advanced topological data analysis | Aug 19, 2021 | Topological Data Analysis | —Unverified | 0 |
| Scarce Data Driven Deep Learning of Drones via Generalized Data Distribution Space | Aug 18, 2021 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Quantum Topological Data Analysis with Linear Depth and Exponential Speedup | Aug 5, 2021 | Quantum Machine LearningTopological Data Analysis | —Unverified | 0 |
| Hilbert Sinkhorn Divergence for Optimal Transport | Jun 19, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Topological data analysis identifies emerging adaptive mutations in SARS-CoV-2 | Jun 14, 2021 | Topological Data Analysis | —Unverified | 0 |
| Augmenting Molecular Deep Generative Models with Topological Data Analysis Representations | Jun 8, 2021 | Drug DiscoveryTopological Data Analysis | —Unverified | 0 |
