| Persistence Curves: A canonical framework for summarizing persistence diagrams | Apr 16, 2019 | BIG-bench Machine LearningTexture Classification | CodeCode Available | 0 |
| Finding the Homology of Decision Boundaries with Active Learning | Nov 19, 2020 | Active LearningMeta-Learning | CodeCode Available | 0 |
| Fixed and adaptive landmark sets for finite pseudometric spaces | Dec 19, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Flattening Multiparameter Hierarchical Clustering Functors | Apr 30, 2021 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles | Sep 22, 2023 | Authorship AttributionFace Swapping | CodeCode Available | 0 |
| Barcodes as Summary of Loss Function Topology | Nov 29, 2019 | Topological Data Analysis | CodeCode Available | 0 |
| GEFL: Extended Filtration Learning for Graph Classification | Jun 4, 2024 | ClassificationGraph Classification | CodeCode Available | 0 |
| Generalization Bounds with Data-dependent Fractal Dimensions | Feb 6, 2023 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Generalized Penalty for Circular Coordinate Representation | Jun 3, 2020 | Data VisualizationDimensionality Reduction | CodeCode Available | 0 |
| Topological filtering of a signal over a network | Aug 26, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Generalized Sobolev Transport for Probability Measures on a Graph | Feb 7, 2024 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 |
| Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion | Apr 1, 2025 | LLM-generated Text DetectionText Detection | CodeCode Available | 0 |
| Persistence Image from 3D Medical Image: Superpixel and Optimized Gaussian Coefficient | Aug 15, 2024 | SuperpixelsTopological Data Analysis | CodeCode Available | 0 |
| Persistence Images: A Stable Vector Representation of Persistent Homology | Jul 22, 2015 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 0 |
| Unsupervised Sentence-embeddings by Manifold Approximation and Projection | Feb 7, 2021 | SentenceSentence Embeddings | CodeCode Available | 0 |
| TopoAct: Visually Exploring the Shape of Activations in Deep Learning | Dec 13, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity Prediction | Nov 4, 2024 | Drug DiscoveryTopological Data Analysis | CodeCode Available | 0 |
| AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm | Aug 13, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 |
| G-Mapper: Learning a Cover in the Mapper Construction | Sep 12, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence Curves | Nov 12, 2024 | Sleep StagingTopological Data Analysis | CodeCode Available | 0 |
| A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation | Aug 2, 2024 | Brain Tumor Segmentationcounterfactual | CodeCode Available | 0 |
| Smart Vectorizations for Single and Multiparameter Persistence | Apr 10, 2021 | Anomaly DetectionGraph Classification | CodeCode Available | 0 |
| GRIL: A 2-parameter Persistence Based Vectorization for Machine Learning | Apr 11, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| Harnessing the power of Topological Data Analysis to detect change points in time series | Oct 28, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Hierarchical Clustering in ΛCDM Cosmologies via Persistence Energy | Jan 3, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 |
