| A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science | Jul 21, 2022 | Topological Data Analysis | CodeCode Available | 1 |
| A persistent-homology-based turbulence index & some applications of TDA on financial markets | Mar 10, 2022 | Time SeriesTopological Data Analysis | CodeCode Available | 1 |
| RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds | Feb 3, 2022 | Topological Data Analysis | CodeCode Available | 1 |
| Neural Approximation of Graph Topological Features | Jan 28, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| 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 |
| 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 |
