| Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks | Aug 18, 2021 | counterfactualExplainable Models | —Unverified | 0 |
| Mixture of Linear Models Co-supervised by Deep Neural Networks | Aug 5, 2021 | Decision MakingExplainable Models | —Unverified | 0 |
| UAlberta at SemEval-2021 Task 2: Determining Sense Synonymy via Translations | Aug 1, 2021 | Explainable ModelsTask 2 | —Unverified | 0 |
| When and How to Fool Explainable Models (and Humans) with Adversarial Examples | Jul 5, 2021 | BIG-bench Machine LearningExplainable Models | CodeCode Available | 0 |
| An XAI Approach to Deep Learning Models in the Detection of DCIS | Jun 27, 2021 | Explainable Artificial Intelligence (XAI)Explainable Models | —Unverified | 0 |
| Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video Coding | Jun 16, 2021 | Explainable ModelsMotion Compensation | CodeCode Available | 1 |
| Causality in Neural Networks -- An Extended Abstract | Jun 3, 2021 | BIG-bench Machine LearningDisentanglement | —Unverified | 0 |
| Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach | May 11, 2021 | Dictionary LearningExplainable Models | CodeCode Available | 1 |
| Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning | May 5, 2021 | Adversarial AttackAnomaly Detection | CodeCode Available | 0 |
| Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases | Feb 22, 2021 | Entity AlignmentExplainable Models | —Unverified | 0 |
