| Extended target tracking utilizing machine-learning software -- with applications to animal classification | Oct 12, 2023 | Objectobject-detection | —Unverified | 0 |
| GReAT: A Graph Regularized Adversarial Training Method | Oct 9, 2023 | ClassificationRobust classification | —Unverified | 0 |
| Robust-GBDT: GBDT with Nonconvex Loss for Tabular Classification in the Presence of Label Noise and Class Imbalance | Oct 8, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| centroIDA: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation | Aug 21, 2023 | Domain AdaptationRobust classification | —Unverified | 0 |
| Robustifying Point Cloud Networks by Refocusing | Aug 10, 2023 | 3D ClassificationAdversarial Defense | CodeCode Available | 0 |
| Distributionally Robust Classification on a Data Budget | Aug 7, 2023 | Classificationimage-classification | CodeCode Available | 0 |
| FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks | Jul 24, 2023 | ClassificationRobust classification | —Unverified | 0 |
| Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data | Jul 3, 2023 | Active LearningDecision Making | —Unverified | 0 |
| Computational Asymmetries in Robust Classification | Jun 25, 2023 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Robust Classification of High-Dimensional Data using Data-Adaptive Energy Distance | Jun 24, 2023 | ClassificationRobust classification | CodeCode Available | 0 |
| Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches | Jun 22, 2023 | Robust classification | —Unverified | 0 |
| Explainable AI and Machine Learning Towards Human Gait Deterioration Analysis | Jun 12, 2023 | Robust classification | —Unverified | 0 |
| Frequency-Based Vulnerability Analysis of Deep Learning Models against Image Corruptions | Jun 12, 2023 | ClassificationRobust classification | CodeCode Available | 0 |
| EventCLIP: Adapting CLIP for Event-based Object Recognition | Jun 10, 2023 | Few-Shot LearningObject | CodeCode Available | 1 |
| Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification | Jun 5, 2023 | Robust classificationTest-time Adaptation | —Unverified | 0 |
| Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial Robustness | May 25, 2023 | Adversarial DefenseAdversarial Purification | CodeCode Available | 0 |
| A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias | May 25, 2023 | Robust classificationSelection bias | —Unverified | 0 |
| Robust Classification via a Single Diffusion Model | May 24, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Stratified Adversarial Robustness with Rejection | May 2, 2023 | Adversarial RobustnessRobust classification | CodeCode Available | 0 |
| Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification | May 1, 2023 | ClassificationRobust classification | —Unverified | 0 |
| 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 |
| Leaving Reality to Imagination: Robust Classification via Generated Datasets | Feb 5, 2023 | ClassificationRobust classification | CodeCode Available | 1 |
