| 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 |
| Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson's Disease using Deep Recurrent Neural Networks | Sep 8, 2019 | SensitivitySpecificity | —Unverified | 0 |
| A new operation mode for depth-focused high-sensitivity ToF range finding | Sep 6, 2019 | SensitivityVocal Bursts Intensity Prediction | —Unverified | 0 |
| Graph-based data clustering via multiscale community detection | Sep 6, 2019 | ClusteringCommunity Detection | —Unverified | 0 |
| CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors | Aug 27, 2019 | Sensitivity | —Unverified | 0 |
| Does BERT agree? Evaluating knowledge of structure dependence through agreement relations | Aug 26, 2019 | Sensitivity | CodeCode Available | 0 |
| Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation | Aug 22, 2019 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| AdaCliP: Adaptive Clipping for Private SGD | Aug 20, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification | Aug 17, 2019 | General ClassificationSensitivity | —Unverified | 0 |
| Channel Decomposition into Painting Actions | Aug 10, 2019 | Sensitivity | CodeCode Available | 0 |
| Model-based Convolutional De-Aliasing Network Learning for Parallel MR Imaging | Aug 6, 2019 | De-aliasingSensitivity | —Unverified | 0 |
| L2 Processing Advantages of Multiword Sequences: Evidence from Eye-Tracking | Aug 1, 2019 | SensitivitySentence | —Unverified | 0 |
| Dynamic Information Design with Diminishing Sensitivity Over News | Jul 31, 2019 | Sensitivity | —Unverified | 0 |
| REP: Predicting the Time-Course of Drug Sensitivity | Jul 27, 2019 | Drug Response PredictionSensitivity | —Unverified | 0 |
| Sequential Learning of Active Subspaces | Jul 26, 2019 | Gaussian ProcessesSensitivity | CodeCode Available | 0 |
| Accurate and Robust Pulmonary Nodule Detection by 3D Feature Pyramid Network with Self-supervised Feature Learning | Jul 25, 2019 | Lung Cancer DiagnosisSelf-Supervised Learning | —Unverified | 0 |
| Design of one-year mortality forecast at hospital admission based: a machine learning approach | Jul 22, 2019 | BIG-bench Machine LearningSensitivity | —Unverified | 0 |
| Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks | Jul 22, 2019 | Image-to-Image TranslationSensitivity | —Unverified | 0 |
| SpliceCombo: A Hybrid Technique efficiently use for Principal Component Analysis of Splice Site Prediction | Jul 19, 2019 | feature selectionPrediction | —Unverified | 0 |
| A multiscale Laplacian of Gaussian (LoG) filtering approach to pulmonary nodule detection from whole-lung CT scans | Jul 19, 2019 | Sensitivity | —Unverified | 0 |
| A Fast Machine Learning Model for ECG-Based Heartbeat Classification and Arrhythmia Detection | Jul 18, 2019 | Arrhythmia DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Voice Pathology Detection Using Deep Learning: a Preliminary Study | Jul 12, 2019 | Deep LearningSensitivity | —Unverified | 0 |
| The FACTS of Technology-Assisted Sensitivity Review | Jul 5, 2019 | FairnessSensitivity | —Unverified | 0 |
| Tight Sensitivity Bounds For Smaller Coresets | Jul 2, 2019 | Sensitivity | —Unverified | 0 |
| A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification | Jul 1, 2019 | General ClassificationMulti-Label Classification | CodeCode Available | 0 |
| The Sensitivity of Counterfactual Fairness to Unmeasured Confounding | Jul 1, 2019 | counterfactualFairness | CodeCode Available | 0 |