| A Symmetric Loss Perspective of Reliable Machine Learning | Jan 5, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Provably robust classification of adversarial examples with detection | Jan 1, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Masksembles for Uncertainty Estimation | Dec 15, 2020 | Classifier calibrationEnsemble Learning | CodeCode Available | 1 |
| Multi-Objective Interpolation Training for Robustness to Label Noise | Dec 8, 2020 | Contrastive LearningImage Classification | CodeCode Available | 1 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 |
| Adversarially Robust Classification based on GLRT | Nov 16, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Integer Programming-based Error-Correcting Output Code Design for Robust Classification | Oct 30, 2020 | General ClassificationRobust classification | —Unverified | 0 |
| Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments | Oct 10, 2020 | Autonomous DrivingClassification | —Unverified | 0 |
| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| Fast Few-Shot Classification by Few-Iteration Meta-Learning | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
