| Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks | Dec 2, 2024 | ClassificationExplainable Models | CodeCode Available | 1 |
| Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 | Nov 24, 2024 | ClassificationDiagnostic | CodeCode Available | 1 |
| Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis | Oct 20, 2024 | DiagnosticExplainable Models | —Unverified | 0 |
| Reproducibility study of "LICO: Explainable Models with Language-Image Consistency" | Oct 17, 2024 | Explainable Modelsimage-classification | CodeCode Available | 0 |
| Explainable Diagnosis Prediction through Neuro-Symbolic Integration | Oct 1, 2024 | Diabetes PredictionDiagnostic | —Unverified | 0 |
| CaBRNet, an open-source library for developing and evaluating Case-Based Reasoning Models | Sep 25, 2024 | Explainable Models | CodeCode Available | 1 |
| The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations | Sep 19, 2024 | Classificationcounterfactual | CodeCode Available | 0 |
| HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection | Sep 17, 2024 | Explainable ModelsIn-Context Learning | CodeCode Available | 0 |
| Density Adaptive Attention-based Speech Network: Enhancing Feature Understanding for Mental Health Disorders | Aug 31, 2024 | Depression DetectionDiagnostic | —Unverified | 0 |
| Chemistry-informed Machine Learning Explains Calcium-binding Proteins Fuzzy Shape for Communicating Changes in the Atomic States of Calcium Ions | Jul 24, 2024 | Explainable Models | —Unverified | 0 |
