| 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 Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science | Jul 21, 2022 | Topological Data Analysis | CodeCode Available | 1 | 5 |
| Multiscale topology classifies and quantifies cell types in subcellular spatial transcriptomics | Dec 13, 2022 | Topological 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 |
| Persformer: A Transformer Architecture for Topological Machine Learning | Dec 30, 2021 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 | 5 |
| Persistent Topological Features in Large Language Models | Oct 14, 2024 | Decision MakingTopological Data Analysis | CodeCode Available | 1 | 5 |
| Quantifying Extrinsic Curvature in Neural Manifolds | Dec 20, 2022 | Dimensionality ReductionTopological 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 |
