| ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression | Jun 7, 2020 | Domain AdaptationKnowledge Distillation | —Unverified | 0 | 0 |
| Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages | Mar 13, 2020 | Cancer ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Adversarial Examples and Metrics | Jul 14, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks | Apr 12, 2019 | Anomaly DetectionData Poisoning | —Unverified | 0 | 0 |
| Adversarially Optimized Mixup for Robust Classification | Mar 22, 2021 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| Adversarially Robust Classification based on GLRT | Nov 16, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Adversarially Robust Classification by Conditional Generative Model Inversion | Jan 12, 2022 | Adversarial AttackClassification | —Unverified | 0 | 0 |
| Adversarially Robust Learning via Entropic Regularization | Aug 27, 2020 | Robust classification | —Unverified | 0 | 0 |
| Adversarial Robustness May Be at Odds With Simplicity | Jan 2, 2019 | Adversarial RobustnessClassification | —Unverified | 0 | 0 |
| Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification | Aug 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Finer Calibration Analysis for Adversarial Robustness | May 4, 2021 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 | 0 |
| A General Framework for Multi-focal Image Classification and Authentication: Application to Microscope Pollen Images | Mar 19, 2015 | ClassificationClustering | —Unverified | 0 | 0 |
| A Hilbert Space of Stationary Ergodic Processes | Jan 25, 2018 | ClusteringRobust classification | —Unverified | 0 | 0 |
| An Ensemble Approach Towards Adversarial Robustness | Jun 10, 2021 | Adversarial RobustnessRobust classification | —Unverified | 0 | 0 |
| A Novel Hybrid Sampling Framework for Imbalanced Learning | Aug 20, 2022 | Ensemble LearningRobust classification | —Unverified | 0 | 0 |
| A Regularized LSTM Method for Detecting Fake News Articles | Nov 16, 2024 | ArticlesFake News Detection | —Unverified | 0 | 0 |
| A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias | May 25, 2023 | Robust classificationSelection bias | —Unverified | 0 | 0 |
| A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity | Nov 21, 2019 | Robust classification | —Unverified | 0 | 0 |
| A Supervised Low-Rank Method for Learning Invariant Subspaces | Dec 1, 2015 | Face RecognitionMetric Learning | —Unverified | 0 | 0 |
| A Symmetric Loss Perspective of Reliable Machine Learning | Jan 5, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 | 0 |
| Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes | Dec 6, 2024 | Robust classification | —Unverified | 0 | 0 |
| CAGE: Probing Causal Relationships in Deep Generative Models | Sep 29, 2021 | Robust classificationSynthetic Data Generation | —Unverified | 0 | 0 |
| Calibrated Surrogate Losses for Adversarially Robust Classification | May 28, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Can we achieve robustness from data alone? | Jul 24, 2022 | Meta-Learningregression | —Unverified | 0 | 0 |
| CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification | Jan 1, 2024 | Adversarial RobustnessClassification | —Unverified | 0 | 0 |