| Attention is not Explanation | Feb 26, 2019 | Feature Importance | CodeCode Available | 3 |
| Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models | Oct 28, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 2 |
| An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records | Jun 13, 2024 | Adversarial RobustnessExplainable Artificial Intelligence (XAI) | CodeCode Available | 2 |
| Inseq: An Interpretability Toolkit for Sequence Generation Models | Feb 27, 2023 | DecoderFeature Importance | CodeCode Available | 2 |
| OpenFE: Automated Feature Generation with Expert-level Performance | Nov 22, 2022 | Feature Importance | CodeCode Available | 2 |
| Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End | Nov 10, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| CAFE-AD: Cross-Scenario Adaptive Feature Enhancement for Trajectory Planning in Autonomous Driving | Apr 9, 2025 | Autonomous DrivingFeature Importance | CodeCode Available | 1 |
| Underwater Image Restoration via Polymorphic Large Kernel CNNs | Dec 24, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 1 |
| WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models | Dec 5, 2024 | Feature ImportanceTime Series | CodeCode Available | 1 |
| GraphXAIN: Narratives to Explain Graph Neural Networks | Nov 4, 2024 | DescriptiveFeature Importance | CodeCode Available | 1 |
