| TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP | Dec 2, 2019 | Explainable Artificial Intelligence (XAI)Model Compression | CodeCode Available | 0 |
| Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVM | Nov 21, 2019 | Anomaly DetectionDiversity | CodeCode Available | 0 |
| Natural Language Generation Challenges for Explainable AI | Nov 20, 2019 | Explainable Artificial Intelligence (XAI)Text Generation | —Unverified | 0 |
| Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine | Nov 11, 2019 | Autonomous DrivingExplainable artificial intelligence | —Unverified | 0 |
| Towards Best Practice in Explaining Neural Network Decisions with LRP | Oct 22, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI | Oct 22, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms | Oct 16, 2019 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| How a minimal learning agent can infer the existence of unobserved variables in a complex environment | Oct 15, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| On Evaluating Explainability Algorithms | Sep 25, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation | Sep 19, 2019 | Adversarial AttackExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Towards Explainable Neural-Symbolic Visual Reasoning | Sep 19, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Towards a Rigorous Evaluation of XAI Methods on Time Series | Sep 16, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust | Sep 15, 2019 | Action RecognitionExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explanation based Handwriting Verification | Aug 14, 2019 | Explainable Artificial Intelligence (XAI)Face Verification | CodeCode Available | 0 |
| explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning | Jul 29, 2019 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI | Jul 17, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications | Jul 16, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| A Human-Grounded Evaluation of SHAP for Alert Processing | Jul 7, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| From Clustering to Cluster Explanations via Neural Networks | Jun 18, 2019 | ClusteringExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Proposed Guidelines for the Responsible Use of Explainable Machine Learning | Jun 8, 2019 | BIG-bench Machine LearningExplainable artificial intelligence | CodeCode Available | 1 |
| The Twin-System Approach as One Generic Solution for XAI: An Overview of ANN-CBR Twins for Explaining Deep Learning | May 20, 2019 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins | May 17, 2019 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks | May 10, 2019 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Do Not Trust Additive Explanations | Mar 27, 2019 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 0 |
| Natural Language Interaction with Explainable AI Models | Mar 13, 2019 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
