| Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images | Oct 23, 2019 | ClassificationDenoising | —Unverified | 0 |
| Supervised and Unsupervised Textile Classification via Near-Infrared Hyperspectral Imaging and Deep Learning | May 6, 2025 | Deep LearningRobust classification | —Unverified | 0 |
| Supervised Classification Using Sparse Fisher's LDA | Jan 21, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Support Vector Machine Classification with Indefinite Kernels | Dec 1, 2007 | ClassificationGeneral Classification | —Unverified | 0 |
| Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning | Nov 11, 2019 | BIG-bench Machine LearningClassification | —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 |
| Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup | Jul 20, 2022 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Towards Class-wise Robustness Analysis | Nov 29, 2024 | Robust classification | —Unverified | 0 |
| Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring | Mar 12, 2025 | Domain GeneralizationEdge-computing | —Unverified | 0 |
| Towards Robust Classification with Image Quality Assessment | Apr 14, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification | Jan 19, 2025 | Brain Tumor ClassificationDiagnostic | —Unverified | 0 |
| RIE-SenseNet: Riemannian Manifold Embedding of Multi-Source Industrial Sensor Signals for Robust Pattern Recognition | Feb 4, 2025 | Data AugmentationRobust classification | —Unverified | 0 |
| TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound | Feb 12, 2024 | Out-of-Distribution DetectionRobust classification | —Unverified | 0 |
| Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images | Feb 16, 2021 | COVID-19 DiagnosisGeneral Classification | —Unverified | 0 |
| Uncertainty-Aware Genomic Classification of Alzheimer's Disease: A Transformer-Based Ensemble Approach with Monte Carlo Dropout | May 31, 2025 | ClassificationRobust classification | —Unverified | 0 |
| Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components | Oct 29, 2024 | DisentanglementRobust classification | —Unverified | 0 |
| Using Explainabilty to Detect Adversarial Attacks | Sep 25, 2019 | Robust classification | —Unverified | 0 |
| Wasserstein Robust Classification with Fairness Constraints | Mar 11, 2021 | AttributeClassification | —Unverified | 0 |
| Leveraging advances in machine learning for the robust classification and interpretation of networks | Mar 20, 2024 | EpidemiologyInterpretable Machine Learning | —Unverified | 0 |
| Does Adversarial Oversampling Help us? | Aug 20, 2021 | Robust classification | —Unverified | 0 |
| Domain Adaptation Broad Learning System Based on Locally Linear Embedding | Jun 28, 2021 | ClassificationComputational Efficiency | —Unverified | 0 |
| Double Backpropagation for Training Autoencoders against Adversarial Attack | Mar 4, 2020 | Adversarial AttackRobust classification | —Unverified | 0 |
| Efficient and Robust Classification for Sparse Attacks | Jan 23, 2022 | ClassificationMalware Detection | —Unverified | 0 |
| Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification | May 1, 2023 | ClassificationRobust classification | —Unverified | 0 |
| Estimating the class prior and posterior from noisy positives and unlabeled data | Jun 28, 2016 | ClassificationDensity Estimation | —Unverified | 0 |