| A Novel Hybrid Sampling Framework for Imbalanced Learning | Aug 20, 2022 | Ensemble LearningRobust classification | —Unverified | 0 |
| Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial Attacks | Aug 18, 2022 | AllRobust classification | CodeCode Available | 0 |
| On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks | Aug 7, 2022 | Adversarial RobustnessRobust classification | —Unverified | 0 |
| Bayesian predictive modeling of multi-source multi-way data | Aug 5, 2022 | Robust classification | CodeCode Available | 0 |
| Can we achieve robustness from data alone? | Jul 24, 2022 | Meta-Learningregression | —Unverified | 0 |
| Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup | Jul 20, 2022 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Catastrophic overfitting can be induced with discriminative non-robust features | Jun 16, 2022 | Robust classification | CodeCode Available | 0 |
| Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks | May 30, 2022 | Audio ClassificationImage Classification | CodeCode Available | 0 |
| Gradient Concealment: Free Lunch for Defending Adversarial Attacks | May 21, 2022 | Robust classification | —Unverified | 0 |
| Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification | May 17, 2022 | image-classificationImage Classification | —Unverified | 0 |
