| MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer | May 2, 2022 | Adversarial Robustnessimage-classification | —Unverified | 0 |
| DDDM: a Brain-Inspired Framework for Robust Classification | May 1, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification | Apr 27, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Pneumonia Detection in Chest X-Rays using Neural Networks | Apr 7, 2022 | Image AugmentationMedical Diagnosis | —Unverified | 0 |
| Robust Classification using Contractive Hamiltonian Neural ODEs | Mar 22, 2022 | Classificationimage-classification | CodeCode Available | 0 |
| 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 |
