| Unsupervised classification of cell imaging data using the quantization error in a Self Organizing Map | Jun 17, 2021 | QuantizationSensitivity | —Unverified | 0 |
| Towards bio-inspired unsupervised representation learning for indoor aerial navigation | Jun 17, 2021 | Drone navigationRepresentation Learning | —Unverified | 0 |
| A Flexible Agent-Based Model to Study COVID-19 Outbreak -- A Generic Approach | Jun 16, 2021 | Sensitivity | —Unverified | 0 |
| Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices | Jun 15, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Consistency Regularization for Cross-Lingual Fine-Tuning | Jun 15, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| On the Convergence of Differentially Private Federated Learning on Non-Lipschitz Objectives, and with Normalized Client Updates | Jun 13, 2021 | BenchmarkingFederated Learning | —Unverified | 0 |
| Dynamics and Sensitivity of Signaling Pathways | Jun 13, 2021 | Sensitivity | CodeCode Available | 0 |
| Sensitivity of LATE Estimates to Violations of the Monotonicity Assumption | Jun 11, 2021 | Sensitivityvalid | —Unverified | 0 |
| End-to-end lung nodule detection framework with model-based feature projection block | Jun 10, 2021 | Lung Nodule DetectionSensitivity | —Unverified | 0 |
| Learning Stochastic Optimal Policies via Gradient Descent | Jun 7, 2021 | Portfolio OptimizationSensitivity | —Unverified | 0 |
| Constrained Ellipse Fitting for Efficient Parameter Mapping with Phase-cycled bSSFP MRI | Jun 6, 2021 | Anatomyparameter estimation | —Unverified | 0 |
| MPC-based Realtime Power System Control with DNN-based Prediction/Sensitivity-Estimation | Jun 5, 2021 | Model Predictive ControlSensitivity | —Unverified | 0 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 |
| Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey | Jun 2, 2021 | SensitivitySpecificity | —Unverified | 0 |
| An Adaptive Demand Response Framework using Price Elasticity Model in Distribution Networks: A Case Study | May 31, 2021 | Sensitivity | —Unverified | 0 |
| Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network | May 31, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 0 |
| Augmented Networks for Faster Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI | May 27, 2021 | Sensitivity | —Unverified | 0 |
| Hamiltonian Deep Neural Networks Guaranteeing Non-vanishing Gradients by Design | May 27, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| COTR: Convolution in Transformer Network for End to End Polyp Detection | May 23, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Correlation-invariant synaptic plasticity | May 21, 2021 | Sensitivity | —Unverified | 0 |
| Deep-Learned Event Variables for Collider Phenomenology | May 21, 2021 | Sensitivity | —Unverified | 0 |
| Balancing Robustness and Sensitivity using Feature Contrastive Learning | May 19, 2021 | Contrastive LearningSensitivity | —Unverified | 0 |
| How Lévy flights triggered by presence of defectors affect evolution of cooperation in spatial games | May 19, 2021 | Sensitivity | —Unverified | 0 |
| Attention elasticities and invariant information costs | May 17, 2021 | SensitivityUnity | CodeCode Available | 0 |
| Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries | May 16, 2021 | SensitivitySpecificity | —Unverified | 0 |
| Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis | May 16, 2021 | Sensitivity | CodeCode Available | 0 |
| Advances in Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider | May 16, 2021 | Sensitivity | CodeCode Available | 0 |
| Sign-sensitivity of metabolic networks: which structures determine the sign of the responses | May 5, 2021 | Sensitivity | —Unverified | 0 |
| A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction | May 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors | May 2, 2021 | BinarizationSensitivity | CodeCode Available | 1 |
| Simple yet Sharp Sensitivity Analysis for Unmeasured Confounding | Apr 27, 2021 | Sensitivity | —Unverified | 0 |
| Sensitivity as a Complexity Measure for Sequence Classification Tasks | Apr 21, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Power Efficient Communication for Low Signal to Noise Ratio Optical Links | Apr 20, 2021 | PositionSensitivity | —Unverified | 0 |
| On the Sensitivity and Stability of Model Interpretations in NLP | Apr 18, 2021 | Adversarial RobustnessDependency Parsing | CodeCode Available | 0 |
| Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity | Apr 18, 2021 | Sensitivitytext-classification | CodeCode Available | 1 |
| LEx: A Framework for Operationalising Layers of Machine Learning Explanations | Apr 15, 2021 | BIG-bench Machine LearningPosition | —Unverified | 0 |
| Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models | Apr 15, 2021 | SensitivitySentence | —Unverified | 0 |
| Inference of cell dynamics on perturbation data using adjoint sensitivity | Apr 13, 2021 | DiversitySensitivity | CodeCode Available | 0 |
| A Bayesian analysis of gain-loss asymmetry | Apr 13, 2021 | SensitivityTime Series | —Unverified | 0 |
| Tracking translation invariance in CNNs | Apr 13, 2021 | SensitivityTranslation | —Unverified | 0 |
| Expelled kidney stones classification using feature fusion | Apr 12, 2021 | ClassificationSensitivity | CodeCode Available | 0 |
| Local stability of cooperation in a continuous model of indirect reciprocity | Apr 7, 2021 | Sensitivity | CodeCode Available | 0 |
| Machine Learning-Driven Virtual Bidding with Electricity Market Efficiency Analysis | Apr 6, 2021 | Algorithmic TradingBIG-bench Machine Learning | —Unverified | 0 |
| Comparing Weak- and Unsupervised Methods for Resonant Anomaly Detection | Apr 5, 2021 | Anomaly DetectionSensitivity | —Unverified | 0 |
| FovVideoVDP: A visible difference predictor for wide field-of-view video | Apr 1, 2021 | Sensitivity | CodeCode Available | 1 |
| Optimal Retirement Time and Consumption with the Variation in Habitual Persistence | Mar 31, 2021 | Sensitivity | —Unverified | 0 |
| Functional and spatial rewiring jointly generate convergent-divergent units in self-organizing networks | Mar 30, 2021 | Sensitivity | —Unverified | 0 |
| Learning to Solve the AC-OPF using Sensitivity-Informed Deep Neural Networks | Mar 27, 2021 | Sensitivity | —Unverified | 0 |
| Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment | Mar 23, 2021 | Cough Classificationfeature selection | —Unverified | 0 |
| Performance Bounds for Neural Network Estimators: Applications in Fault Detection | Mar 22, 2021 | Fault DetectionSensitivity | —Unverified | 0 |