| Data-Driven Mitigation of Adversarial Text Perturbation | Feb 19, 2022 | Adversarial TextClassification | —Unverified | 0 |
| Memory Defense: More Robust Classification via a Memory-Masking Autoencoder | Feb 5, 2022 | ClassificationDecoder | CodeCode Available | 0 |
| Efficient and Robust Classification for Sparse Attacks | Jan 23, 2022 | ClassificationMalware Detection | —Unverified | 0 |
| Adversarially Robust Classification by Conditional Generative Model Inversion | Jan 12, 2022 | Adversarial AttackClassification | —Unverified | 0 |
| Linearly-involved Moreau-Enhanced-over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression | Jan 10, 2022 | regressionRobust classification | —Unverified | 0 |
| Open-Set Recognition of Breast Cancer Treatments | Jan 9, 2022 | Open Set LearningRobust classification | —Unverified | 0 |
| Robust classification with flexible discriminant analysis in heterogeneous data | Jan 9, 2022 | Classificationparameter estimation | CodeCode Available | 0 |
| Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness | Dec 5, 2021 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras | Dec 2, 2021 | ClassificationObject | CodeCode Available | 1 |
| Optimal Robust Classification Trees | Nov 22, 2021 | ClassificationRobust classification | —Unverified | 0 |
