| Robust Empirical Risk Minimization with Tolerance | Oct 2, 2022 | Robust classification | —Unverified | 0 |
| CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction | Oct 1, 2022 | ClassificationDenoising | CodeCode Available | 0 |
| Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features | Sep 18, 2022 | Age-Invariant Face RecognitionClassification | —Unverified | 0 |
| 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 |
