| A Finer Calibration Analysis for Adversarial Robustness | May 4, 2021 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 |
| Robust Classification via Support Vector Machines | Apr 27, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Provable Robustness of Adversarial Training for Learning Halfspaces with Noise | Apr 19, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment | Apr 12, 2021 | General ClassificationHeart Segmentation | —Unverified | 0 |
| Latent Code-Based Fusion: A Volterra Neural Network Approach | Apr 10, 2021 | ClusteringRobust classification | —Unverified | 0 |
| Robust Classification Under _0 Attack for the Gaussian Mixture Model | Apr 5, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Adversarially Optimized Mixup for Robust Classification | Mar 22, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Wasserstein Robust Classification with Fairness Constraints | Mar 11, 2021 | AttributeClassification | —Unverified | 0 |
| Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images | Feb 16, 2021 | COVID-19 DiagnosisGeneral Classification | —Unverified | 0 |
| Robust Classification using Hidden Markov Models and Mixtures of Normalizing Flows | Feb 15, 2021 | General ClassificationRobust classification | —Unverified | 0 |
| Noise-robust classification with hypergraph neural network | Feb 3, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| 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 |
| 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 |
| Fast Few-Shot Classification by Few-Iteration Meta-Learning | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Image Labels On-the-fly for Training Robust Classification Models | Sep 22, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Adversarially Robust Learning via Entropic Regularization | Aug 27, 2020 | Robust classification | —Unverified | 0 |
| Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification | Aug 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| API-Net: Robust Generative Classifier via a Single Discriminator | Aug 1, 2020 | Robust classification | CodeCode Available | 0 |
| Adversarial Examples and Metrics | Jul 14, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| ExpertNet: Adversarial Learning and Recovery Against Noisy Labels | Jul 10, 2020 | Robust classification | —Unverified | 0 |
| Robust Classification under Class-Dependent Domain Shift | Jul 10, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing | Jul 9, 2020 | 3D Point Cloud ClassificationRobust classification | CodeCode Available | 0 |