| Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis | Jan 16, 2025 | Explainable Artificial Intelligence (XAI)Explainable Models | CodeCode Available | 2 |
| BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology | Mar 26, 2025 | Explainable ModelsGraph Neural Network | CodeCode Available | 1 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 |
| 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 |
| CaBRNet, an open-source library for developing and evaluating Case-Based Reasoning Models | Sep 25, 2024 | Explainable Models | CodeCode Available | 1 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| 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 |
| Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations | Sep 8, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA | Aug 19, 2022 | Adversarial AttackExplainable Models | CodeCode Available | 1 |
