| Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees | Jan 27, 2023 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning | Jan 22, 2023 | Explainable Artificial Intelligence (XAI)Quantum Machine Learning | CodeCode Available | 1 |
| Trends in Explainable AI (XAI) Literature | Jan 13, 2023 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Learning Support and Trivial Prototypes for Interpretable Image Classification | Jan 8, 2023 | Explainable Artificial Intelligence (XAI)image-classification | CodeCode Available | 1 |
| Explainable AI for Bioinformatics: Methods, Tools, and Applications | Dec 25, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Causality-Aware Local Interpretable Model-Agnostic Explanations | Dec 10, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| ViT-CX: Causal Explanation of Vision Transformers | Nov 6, 2022 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| XAI for transparent wind turbine power curve models | Oct 21, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions | Oct 6, 2022 | AutoMLDiversity | CodeCode Available | 1 |
| Forecasting Bitcoin volatility spikes from whale transactions and CryptoQuant data using Synthesizer Transformer models | Oct 6, 2022 | Explainable Artificial Intelligence (XAI)Management | CodeCode Available | 1 |
| From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent | Sep 6, 2022 | Explainable Artificial Intelligence (XAI)Natural Language Understanding | CodeCode Available | 1 |
| ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition | Aug 22, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Explainable AI Algorithms for Vibration Data-based Fault Detection: Use Case-adadpted Methods and Critical Evaluation | Jul 21, 2022 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial Intelligence | Jul 12, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations | Jun 15, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark | Jun 8, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation | Jun 7, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Explainable Deep Learning Methods in Medical Image Classification: A Survey | May 10, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 1 |
| Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? | Mar 12, 2022 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 1 |
| XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning | Feb 24, 2022 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis | Feb 16, 2022 | Computational EfficiencyExplainable artificial intelligence | CodeCode Available | 1 |
| XAI for Transformers: Better Explanations through Conservative Propagation | Feb 15, 2022 | Explainable Artificial Intelligence (XAI)Question Answering | CodeCode Available | 1 |
| Toward Explainable AI for Regression Models | Dec 21, 2021 | Explainable Artificial Intelligence (XAI)regression | CodeCode Available | 1 |
