| Learning Adaptive Regularization for Image Labeling Using Geometric Assignment | Oct 22, 2019 | Numerical IntegrationSensitivity | —Unverified | 0 |
| Robustness of Delta Hedging in a Jump-Diffusion Model | Oct 20, 2019 | Sensitivity | —Unverified | 0 |
| Uncertainty-aware Sensitivity Analysis Using Rényi Divergences | Oct 17, 2019 | Sensitivity | CodeCode Available | 0 |
| DP-MAC: The Differentially Private Method of Auxiliary Coordinates for Deep Learning | Oct 15, 2019 | Sensitivity | CodeCode Available | 0 |
| Large Deviation Analysis of Function Sensitivity in Random Deep Neural Networks | Oct 13, 2019 | BinarizationSensitivity | —Unverified | 0 |
| The Role of Embedding Complexity in Domain-invariant Representations | Oct 13, 2019 | Domain AdaptationSensitivity | CodeCode Available | 0 |
| Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance | Oct 9, 2019 | Lung Nodule DetectionSensitivity | —Unverified | 0 |
| Perturbation Sensitivity Analysis to Detect Unintended Model Biases | Oct 9, 2019 | modelSensitivity | —Unverified | 0 |
| Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward | Oct 2, 2019 | Binary ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise | Oct 1, 2019 | DenoisingSensitivity | —Unverified | 0 |
| Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate | Sep 28, 2019 | regressionSensitivity | —Unverified | 0 |
| Plasmodium Detection Using Simple CNN and Clustered GLCM Features | Sep 28, 2019 | ClusteringDiagnostic | —Unverified | 0 |
| Optimal Charging of an Electric Vehicle Battery Pack: A Real-Time Sensitivity-Based MPC approach | Sep 26, 2019 | ManagementModel Predictive Control | —Unverified | 0 |
| Switched linear projections and inactive state sensitivity for deep neural network interpretability | Sep 25, 2019 | Sensitivity | —Unverified | 0 |
| Adversarial Training Generalizes Data-dependent Spectral Norm Regularization | Sep 25, 2019 | Sensitivity | —Unverified | 0 |
| Monte Carlo Deep Neural Network Arithmetic | Sep 25, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Differential Privacy in Adversarial Learning with Provable Robustness | Sep 25, 2019 | Sensitivity | —Unverified | 0 |
| Single-modal and Multi-modal False Arrhythmia Alarm Reduction using Attention-based Convolutional and Recurrent Neural Networks | Sep 25, 2019 | SensitivitySpecificity | —Unverified | 0 |
| On the Reflection of Sensitivity in the Generalization Error | Sep 25, 2019 | Sensitivity | —Unverified | 0 |
| Explaining Time Series by Counterfactuals | Sep 25, 2019 | counterfactualFeature Importance | —Unverified | 0 |
| Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models | Sep 23, 2019 | SensitivitySentence | CodeCode Available | 0 |
| Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks | Sep 19, 2019 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity | Sep 16, 2019 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| How to detect novelty in textual data streams? A comparative study of existing methods | Sep 11, 2019 | Novelty DetectionSensitivity | —Unverified | 0 |
| Interpretable Biomanufacturing Process Risk and Sensitivity Analyses for Quality-by-Design and Stability Control | Sep 10, 2019 | Sensitivity | —Unverified | 0 |
