| GRIL: A 2-parameter Persistence Based Vectorization for Machine Learning | Apr 11, 2023 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology | Jan 19, 2021 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Barcodes as Summary of Loss Function Topology | Nov 29, 2019 | 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 |
| A Persistent Weisfeiler–Lehman Procedure for Graph Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm | Aug 13, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 | 5 |
| Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs | Aug 17, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Differentially Private Topological Data Analysis | May 5, 2023 | SensitivityTopological Data Analysis | CodeCode Available | 0 | 5 |
| Deep Learning with Topological Signatures | Jul 13, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Acceptability Judgements via Examining the Topology of Attention Maps | May 19, 2022 | CoLALinguistic Acceptability | CodeCode Available | 0 | 5 |
| Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? | Jan 30, 2023 | Knowledge Graph CompletionTopological Data Analysis | CodeCode Available | 0 | 5 |
| A novel approach to graph distinction through GENEOs and permutants | Jun 12, 2024 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Fast Topological Signal Identification and Persistent Cohomological Cycle Matching | Sep 30, 2022 | CPUTopological Data Analysis | CodeCode Available | 0 | 5 |
| A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams | Feb 22, 2024 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Fixed and adaptive landmark sets for finite pseudometric spaces | Dec 19, 2022 | 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 |
| Resampling and averaging coordinates on data | Aug 2, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 | 5 |
| Generalization Bounds with Data-dependent Fractal Dimensions | Feb 6, 2023 | Generalization BoundsLearning Theory | CodeCode Available | 0 | 5 |
| Generalized Penalty for Circular Coordinate Representation | Jun 3, 2020 | Data VisualizationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Hierarchical Clustering in ΛCDM Cosmologies via Persistence Energy | Jan 3, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 | 5 |
| Homological Time Series Analysis of Sensor Signals from Power Plants | Jun 3, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A fast topological approach for predicting anomalies in time-varying graphs | May 11, 2023 | Change Point DetectionTopological Data Analysis | CodeCode Available | 0 | 5 |
| Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features | Nov 30, 2019 | Feature EngineeringGesture Recognition | 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 |
| Determining clinically relevant features in cytometry data using persistent homology | Mar 11, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
