| Evaluating Local Explanations using White-box Models | Jun 4, 2021 | Feature Importance | —Unverified | 0 |
| The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations | Jun 1, 2021 | counterfactualFeature Importance | CodeCode Available | 1 |
| A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio Modeling | May 31, 2021 | Feature Importance | CodeCode Available | 0 |
| Evaluating the Correctness of Explainable AI Algorithms for Classification | May 20, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Algorithm-Agnostic Explainability for Unsupervised Clustering | May 17, 2021 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Is Gender "In-the-Wild" Inference Really a Solved Problem? | May 12, 2021 | AttributeFeature Importance | CodeCode Available | 0 |
| LFI-CAM: Learning Feature Importance for Better Visual Explanation | May 3, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
| Learning Bermudans | May 3, 2021 | Feature Importance | —Unverified | 0 |
| Regularizing Explanations in Bayesian Convolutional Neural Networks | Apr 29, 2021 | Bayesian InferenceClassification | —Unverified | 0 |
| Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation | Apr 29, 2021 | counterfactualData Augmentation | —Unverified | 0 |
