| Experimental Observations of the Topology of Convolutional Neural Network Activations | Dec 1, 2022 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Explainable Framework for Time-series Analysis via Topological Data Analysis | Oct 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Explaining the Power of Topological Data Analysis in Graph Machine Learning | Jan 8, 2024 | Topological Data Analysis | —Unverified | 0 | 0 |
| Explicit topological priors for deep-learning based image segmentation using persistent homology | Jan 29, 2019 | Image SegmentationLeft Ventricle Segmentation | —Unverified | 0 | 0 |
| Exploring epithelial-cell calcium signaling with geometric and topological data analysis | Mar 8, 2021 | Topological Data Analysis | —Unverified | 0 | 0 |
| Topological data analysis on noisy quantum computers | Sep 19, 2022 | Quantum Machine LearningTopological Data Analysis | —Unverified | 0 | 0 |
| Exposition and Interpretation of the Topology of Neural Networks | Oct 8, 2018 | Topological Data Analysis | —Unverified | 0 | 0 |
| Towards personalized diagnosis of Glioblastoma in Fluid-attenuated inversion recovery (FLAIR) by topological interpretable machine learning | Dec 17, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 | 0 |
| Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric | Oct 23, 2024 | Topological Data Analysis | —Unverified | 0 | 0 |
| Fibres of Failure: Classifying errors in predictive processes | Feb 9, 2018 | General ClassificationTopological Data Analysis | —Unverified | 0 | 0 |
| Filtering through a topological lens: homology for point processes on the time-frequency plane | Apr 10, 2025 | Point ProcessesTopological Data Analysis | —Unverified | 0 | 0 |
| Functional Network: A Novel Framework for Interpretability of Deep Neural Networks | May 24, 2022 | Adversarial RobustnessTopological Data Analysis | —Unverified | 0 | 0 |
| Generalized Permutants and Graph GENEOs | Jun 29, 2022 | Deep LearningTopological Data Analysis | —Unverified | 0 | 0 |
| Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below | Sep 20, 2024 | Topological Data Analysis | —Unverified | 0 | 0 |
| Geometric and Topological Inference for Deep Representations of Complex Networks | Mar 10, 2022 | Model SelectionSpecificity | —Unverified | 0 | 0 |
| Geometric feature performance under downsampling for EEG classification tasks | Feb 15, 2021 | BenchmarkingClassification | —Unverified | 0 | 0 |
| Geometric Learning and Topological Inference with Biobotic Networks: Convergence Analysis | Jun 30, 2016 | Topological Data Analysis | —Unverified | 0 | 0 |
| Geometry of Data | Mar 14, 2022 | Topological Data Analysis | —Unverified | 0 | 0 |
| GeoTop: Advancing Image Classification with Geometric-Topological Analysis | Nov 8, 2023 | Classificationimage-classification | —Unverified | 0 | 0 |
| Graph Based Analysis for Gene Segment Organization In a Scrambled Genome | Jan 18, 2018 | Topological Data Analysis | —Unverified | 0 | 0 |
| Graph Laplacians, Riemannian Manifolds and their Machine-Learning | Jun 30, 2020 | BIG-bench Machine LearningTopological Data Analysis | —Unverified | 0 | 0 |
| Graph Representation of the Magnetic Field Topology in High-Fidelity Plasma Simulations for Machine Learning Applications | Jul 10, 2023 | Topological Data Analysis | —Unverified | 0 | 0 |
| Higher-order topological kernels via quantum computation | Jul 14, 2023 | Quantum Machine LearningTopological Data Analysis | —Unverified | 0 | 0 |
| Hilbert Sinkhorn Divergence for Optimal Transport | Jun 19, 2021 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Holes in Latent Space: Topological Signatures Under Adversarial Influence | May 26, 2025 | DiversityTopological Data Analysis | —Unverified | 0 | 0 |