| On the Limitations of Fractal Dimension as a Measure of Generalization | Jun 4, 2024 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Topological Perspectives on Optimal Multimodal Embedding Spaces | May 29, 2024 | Image GenerationText to Image Generation | —Unverified | 0 |
| Diffeomorphic interpolation for efficient persistence-based topological optimization | May 29, 2024 | Topological Data Analysis | —Unverified | 0 |
| Identifying Extreme Events in the Stock Market: A Topological Data Analysis | May 25, 2024 | Topological Data Analysis | —Unverified | 0 |
| Topological Embedding of Human Brain Networks with Applications to Dynamics of Temporal Lobe Epilepsy | May 13, 2024 | Topological Data Analysis | CodeCode Available | 1 |
| PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction | Apr 23, 2024 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Topological Feature Search Method for Multichannel EEG: Application in ADHD classification | Apr 10, 2024 | Density EstimationDiagnostic | —Unverified | 0 |
| Time topological analysis of EEG using signature theory | Apr 6, 2024 | Anomaly DetectionEEG | —Unverified | 0 |
| The Shape of Word Embeddings: Quantifying Non-Isometry With Topological Data Analysis | Mar 30, 2024 | Topological Data AnalysisWord Embeddings | CodeCode Available | 0 |
| Learning Topological Representations for Deep Image Understanding | Mar 22, 2024 | Deep LearningTopological Data Analysis | —Unverified | 0 |
| Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ | Mar 18, 2024 | Semantic CommunicationTopological Data Analysis | —Unverified | 0 |
| Linguistics from a topological viewpoint | Mar 16, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Deep Mapper: Efficient Visualization of Plausible Conformational Pathways | Feb 29, 2024 | Drug DiscoveryTopological Data Analysis | —Unverified | 0 |
| Quantum Distance Approximation for Persistence Diagrams | Feb 27, 2024 | Topological Data Analysis | —Unverified | 0 |
| Topological Analysis of Mouse Brain Vasculature via 3D Light-sheet Microscopy Images | Feb 23, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams | Feb 22, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting | Feb 22, 2024 | Diversitytext-classification | —Unverified | 0 |
| Differentiable Mapper For Topological Optimization Of Data Representation | Feb 20, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning | Feb 17, 2024 | Decision MakingTopological Data Analysis | —Unverified | 0 |
| WGTDA: A Topological Perspective to Biomarker Discovery in Gene Expression Data | Feb 13, 2024 | Topological Data Analysis | —Unverified | 0 |
| Novel definition and quantitative analysis of branch structure with topological data analysis | Feb 12, 2024 | Topological Data Analysis | —Unverified | 0 |
| Generalized Sobolev Transport for Probability Measures on a Graph | Feb 7, 2024 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 |
| Sparse Portfolio Selection via Topological Data Analysis based Clustering | Jan 30, 2024 | ClusteringTime Series | —Unverified | 0 |
| Topological Detection of Phenomenological Bifurcations with Unreliable Kernel Densities | Jan 29, 2024 | Topological Data Analysis | —Unverified | 0 |
| EMP: Effective Multidimensional Persistence for Graph Representation Learning | Jan 24, 2024 | Graph ClassificationGraph Representation Learning | —Unverified | 0 |
