| Persformer: A Transformer Architecture for Topological Machine Learning | Dec 30, 2021 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 |
| Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks | Nov 25, 2021 | Learning TheoryTopological Data Analysis | CodeCode Available | 1 |
| Artificial Text Detection via Examining the Topology of Attention Maps | Sep 10, 2021 | Text DetectionTopological Data Analysis | CodeCode Available | 1 |
| Barcode Method for Generative Model Evaluation driven by Topological Data Analysis | Jun 4, 2021 | DiversityImage Generation | CodeCode Available | 1 |
| Multiparameter Persistence Image for Topological Machine Learning | Dec 1, 2020 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 |
| Randomized Self Organizing Map | Nov 18, 2020 | Topological Data Analysis | CodeCode Available | 1 |
| Particle gradient descent model for point process generation | Oct 27, 2020 | modelPoint Processes | CodeCode Available | 1 |
| Markov-Lipschitz Deep Learning | Jun 15, 2020 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Fuzzy c-Means Clustering for Persistence Diagrams | Jun 4, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 |
| Stable and consistent density-based clustering via multiparameter persistence | May 18, 2020 | ClusteringTopological Data Analysis | CodeCode Available | 1 |
| giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration | Apr 6, 2020 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 |
| Deep Graph Mapper: Seeing Graphs through the Neural Lens | Feb 10, 2020 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| Homology-Preserving Multi-Scale Graph Skeletonization Using Mapper on Graphs | Apr 3, 2018 | ClusteringTopological Data Analysis | CodeCode Available | 1 |
| Lipschitz Bounds for Persistent Laplacian Eigenvalues under One-Simplex Insertions | Jun 26, 2025 | Topological Data Analysis | —Unverified | 0 |
| The Shape of Consumer Behavior: A Symbolic and Topological Analysis of Time Series | Jun 24, 2025 | ClusteringMarketing | —Unverified | 0 |
| TDACloud: Point Cloud Recognition Using Topological Data Analysis | Jun 23, 2025 | Autonomous DrivingGPU | —Unverified | 0 |
| Torsion in Persistent Homology and Neural Networks | Jun 3, 2025 | SensitivityTopological Data Analysis | —Unverified | 0 |
| An Incremental Framework for Topological Dialogue Semantics: Efficient Reasoning in Discrete Spaces | May 31, 2025 | Topological Data Analysis | —Unverified | 0 |
| Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging | May 29, 2025 | Feature EngineeringMedical Image Analysis | CodeCode Available | 0 |
| Topological Machine Learning for Protein-Nucleic Acid Binding Affinity Changes Upon Mutation | May 28, 2025 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Deep Learning for Speech Data | May 27, 2025 | Deep LearningPhoneme Recognition | —Unverified | 0 |
| Holes in Latent Space: Topological Signatures Under Adversarial Influence | May 26, 2025 | DiversityTopological Data Analysis | —Unverified | 0 |
| A Novel Shape-Aware Topological Representation for GPR Data with DNN Integration | May 26, 2025 | GPRobject-detection | —Unverified | 0 |
| How high is `high'? Rethinking the roles of dimensionality in topological data analysis and manifold learning | May 22, 2025 | Topological Data Analysis | —Unverified | 0 |
| PersiST: Robust Identification of Spatially Variable Features in Spatial Omics Datasets via Topological Data Analysis | May 7, 2025 | Topological Data Analysis | —Unverified | 0 |
