| Curvature Filtrations for Graph Generative Model Evaluation | Jan 30, 2023 | modelTopological Data Analysis | CodeCode Available | 1 | 5 |
| A persistent-homology-based turbulence index & some applications of TDA on financial markets | Mar 10, 2022 | Time SeriesTopological Data Analysis | CodeCode Available | 1 | 5 |
| A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science | Jul 21, 2022 | Topological Data Analysis | CodeCode Available | 1 | 5 |
| Barcode Method for Generative Model Evaluation driven by Topological Data Analysis | Jun 4, 2021 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| PlasmoData.jl -- A Julia Framework for Modeling and Analyzing Complex Data as Graphs | Jan 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Persistent Homological State-Space Estimation of Functional Human Brain Networks at Rest | Jan 1, 2022 | ClusteringGraph Clustering | CodeCode Available | 1 | 5 |
| Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology | Jul 5, 2024 | SegmentationTopological Data Analysis | CodeCode Available | 1 | 5 |
| Artificial Text Detection via Examining the Topology of Attention Maps | Sep 10, 2021 | Text DetectionTopological Data Analysis | CodeCode Available | 1 | 5 |
| AI-generated text boundary detection with RoFT | Nov 14, 2023 | Boundary DetectionDiversity | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks | Nov 25, 2021 | Learning TheoryTopological Data Analysis | CodeCode Available | 1 | 5 |
| A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions | Jun 19, 2023 | Topological Data Analysis | CodeCode Available | 1 | 5 |
| Homology-Preserving Multi-Scale Graph Skeletonization Using Mapper on Graphs | Apr 3, 2018 | ClusteringTopological Data Analysis | CodeCode Available | 1 | 5 |
| Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology | Jan 19, 2021 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Determining clinically relevant features in cytometry data using persistent homology | Mar 11, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Differentiable Mapper For Topological Optimization Of Data Representation | Feb 20, 2024 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Deep Learning with Topological Signatures | Jul 13, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Analyzing Brain Tumor Connectomics using Graphs and Persistent Homology | Jul 25, 2024 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Detecting out-of-distribution text using topological features of transformer-based language models | Nov 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Differentially Private Topological Data Analysis | May 5, 2023 | SensitivityTopological Data Analysis | CodeCode Available | 0 | 5 |
| A Computational Topology-based Spatiotemporal Analysis Technique for Honeybee Aggregation | Jul 19, 2023 | Change Point DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Altered Topological Structure of the Brain White Matter in Maltreated Children through Topological Data Analysis | Apr 12, 2023 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging | May 29, 2025 | Feature EngineeringMedical Image Analysis | CodeCode Available | 0 | 5 |
| A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams | May 28, 2016 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs | Sep 12, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 | 5 |
