| Thermal Spread Functions (TSF): Physics-guided Material Classification | Apr 3, 2023 | ClassificationMaterial Classification | CodeCode Available | 0 |
| Class-Conditioned Transformation for Enhanced Robust Image Classification | Mar 27, 2023 | Adversarial AttackClassification | CodeCode Available | 0 |
| EPiC: Ensemble of Partial Point Clouds for Robust Classification | Mar 20, 2023 | ClassificationDiversity | CodeCode Available | 0 |
| On the Role of Randomization in Adversarially Robust Classification | Feb 14, 2023 | Robust classification | —Unverified | 0 |
| A Robust Classification Framework for Byzantine-Resilient Stochastic Gradient Descent | Jan 16, 2023 | Robust classification | CodeCode Available | 0 |
| Robust 3D Shape Classification via Non-Local Graph Attention Network | Jan 1, 2023 | 3D Shape ClassificationClassification | —Unverified | 0 |
| Topological Data Analysis of Spatial Patterning in Heterogeneous Cell Populations: Clustering and Sorting with Varying Cell-Cell Adhesion | Dec 28, 2022 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Generative Robust Classification | Dec 14, 2022 | ClassificationData Augmentation | —Unverified | 0 |
| An Exponentially Converging Particle Method for the Mixed Nash Equilibrium of Continuous Games | Nov 2, 2022 | Robust classification | CodeCode Available | 0 |
| Robust Classification of Digitally Modulated Signals Using Capsule Networks and Cyclic Cumulant Features | Nov 1, 2022 | ClassificationRobust classification | —Unverified | 0 |
| Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes | Oct 26, 2022 | Adversarial RobustnessRobust classification | CodeCode Available | 0 |
| Robustcaps: a transformation-robust capsule network for image classification | Oct 20, 2022 | Classificationimage-classification | —Unverified | 0 |
| 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 |
| 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 |