| Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks | Apr 12, 2019 | Anomaly DetectionData Poisoning | —Unverified | 0 |
| A Hilbert Space of Stationary Ergodic Processes | Jan 25, 2018 | ClusteringRobust classification | —Unverified | 0 |
| Event-based Vision meets Deep Learning on Steering Prediction for Self-driving Cars | Apr 4, 2018 | ClassificationEvent-based vision | —Unverified | 0 |
| AI-Augmented Thyroid Scintigraphy for Robust Classification | Mar 1, 2025 | ClassificationData Augmentation | —Unverified | 0 |
| Calibrated Surrogate Losses for Adversarially Robust Classification | May 28, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects | Jun 11, 2025 | object-detectionObject Detection | —Unverified | 0 |
| centroIDA: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation | Aug 21, 2023 | Domain AdaptationRobust classification | —Unverified | 0 |
| CAGE: Probing Causal Relationships in Deep Generative Models | Sep 29, 2021 | Robust classificationSynthetic Data Generation | —Unverified | 0 |
| Adversarially Robust Classification based on GLRT | Nov 16, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification of Firn Data via Topological Features | Apr 22, 2025 | ClassificationRobust classification | —Unverified | 0 |
| Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding | Jan 15, 2024 | Point Cloud ClassificationRobust classification | —Unverified | 0 |
| Extended target tracking utilizing machine-learning software -- with applications to animal classification | Oct 12, 2023 | Objectobject-detection | —Unverified | 0 |
| Estimating the class prior and posterior from noisy positives and unlabeled data | Jun 28, 2016 | ClassificationDensity Estimation | —Unverified | 0 |
| ExpertNet: Adversarial Learning and Recovery Against Noisy Labels | Jul 10, 2020 | Robust classification | —Unverified | 0 |
| Finding Good Representations of Emotions for Text Classification | Aug 22, 2018 | Abusive LanguageClassification | —Unverified | 0 |
| Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes | Dec 6, 2024 | Robust classification | —Unverified | 0 |
| A General Framework for Multi-focal Image Classification and Authentication: Application to Microscope Pollen Images | Mar 19, 2015 | ClassificationClustering | —Unverified | 0 |
| Double Backpropagation for Training Autoencoders against Adversarial Attack | Mar 4, 2020 | Adversarial AttackRobust classification | —Unverified | 0 |
| Adversarial Examples and Metrics | Jul 14, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| A Finer Calibration Analysis for Adversarial Robustness | May 4, 2021 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 |
| A Symmetric Loss Perspective of Reliable Machine Learning | Jan 5, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A Supervised Low-Rank Method for Learning Invariant Subspaces | Dec 1, 2015 | Face RecognitionMetric Learning | —Unverified | 0 |
| Machine Learning Approaches to Vocal Register Classification in Contemporary Male Pop Music | May 16, 2025 | Robust classification | —Unverified | 0 |
| A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity | Nov 21, 2019 | Robust classification | —Unverified | 0 |
| A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias | May 25, 2023 | Robust classificationSelection bias | —Unverified | 0 |