| Accurate Explanation Model for Image Classifiers using Class Association Embedding | Jun 12, 2024 | ClassificationExplainable Models | CodeCode Available | 0 |
| Data Science Principles for Interpretable and Explainable AI | May 17, 2024 | Explainable Models | CodeCode Available | 0 |
| Large Language Models for Cyber Security: A Systematic Literature Review | May 8, 2024 | Explainable ModelsIntrusion Detection | —Unverified | 0 |
| Stability of Explainable Recommendation | May 3, 2024 | Explainable ModelsExplainable Recommendation | —Unverified | 0 |
| AudioProtoPNet: An interpretable deep learning model for bird sound classification | Apr 16, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion | Apr 4, 2024 | Decision MakingExplainable Models | —Unverified | 0 |
| Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges | Mar 29, 2024 | Explainable Models | CodeCode Available | 0 |
| Deep Learning for Robust and Explainable Models in Computer Vision | Mar 27, 2024 | Adversarial AttackDeep Learning | —Unverified | 0 |
| Pantypes: Diverse Representatives for Self-Explainable Models | Mar 14, 2024 | DiversityExplainable Models | CodeCode Available | 0 |
| Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition | Mar 8, 2024 | Explainable Modelsobject-detection | —Unverified | 0 |
| QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations | Feb 27, 2024 | counterfactualExplainable Models | —Unverified | 0 |
| Gaussian Process Neural Additive Models | Feb 19, 2024 | Additive modelsExplainable Models | CodeCode Available | 0 |
| Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks | Jan 9, 2024 | Explainable Models | —Unverified | 0 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer | Dec 15, 2023 | Decision MakingExplainable Models | —Unverified | 0 |
| Prototypical Self-Explainable Models Without Re-training | Dec 13, 2023 | Decision MakingExplainable Models | CodeCode Available | 0 |
| Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations | Nov 13, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis | Oct 6, 2023 | DiagnosticExplainable Models | —Unverified | 0 |
| Stable and Interpretable Deep Learning for Tabular Data: Introducing InterpreTabNet with the Novel InterpreStability Metric | Oct 4, 2023 | Decision MakingExplainable Models | —Unverified | 0 |
| Explainable machine learning identifies multi-omics signatures of muscle response to spaceflight in mice | Sep 27, 2023 | Explainable ModelsSymbolic Regression | —Unverified | 0 |
| Hyperbolic Convolutional Neural Networks | Aug 29, 2023 | Explainable Modelsimage-classification | —Unverified | 0 |
| A Comprehensive Overview of Computational Nuclei Segmentation Methods in Digital Pathology | Aug 16, 2023 | Explainable Models | —Unverified | 0 |
| Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities | Aug 16, 2023 | Decision MakingExplainable Models | —Unverified | 0 |
| Challenges and Opportunities for Second-life Batteries: A Review of Key Technologies and Economy | Aug 13, 2023 | Explainable Models | —Unverified | 0 |
| Towards eXplainable AI for Mobility Data Science | Jul 17, 2023 | Explainable Artificial Intelligence (XAI)Explainable Models | —Unverified | 0 |
