| Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis | Jan 16, 2025 | Explainable Artificial Intelligence (XAI)Explainable Models | CodeCode Available | 2 | 5 |
| Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals | Nov 23, 2020 | Explainable ModelsGeneral Classification | CodeCode Available | 1 | 5 |
| CDT: Cascading Decision Trees for Explainable Reinforcement Learning | Nov 15, 2020 | Deep Reinforcement LearningExplainable Models | CodeCode Available | 1 | 5 |
| CaBRNet, an open-source library for developing and evaluating Case-Based Reasoning Models | Sep 25, 2024 | Explainable Models | CodeCode Available | 1 | 5 |
| Consistent Explanations by Contrastive Learning | Oct 1, 2021 | Contrastive LearningExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks | Dec 2, 2024 | ClassificationExplainable Models | CodeCode Available | 1 | 5 |
| Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach | May 11, 2021 | Dictionary LearningExplainable Models | CodeCode Available | 1 | 5 |
| dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification | Jul 25, 2022 | ClassificationExplainable Models | CodeCode Available | 1 | 5 |
| BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology | Mar 26, 2025 | Explainable ModelsGraph Neural Network | CodeCode Available | 1 | 5 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 | 5 |
