| Learning with Muscles: Benefits for Data-Efficiency and Robustness in Anthropomorphic Tasks | Jul 8, 2022 | Sensitivity | —Unverified | 0 |
| NExG: Provable and Guided State Space Exploration of Neural Network Control Systems using Sensitivity Approximation | Jul 8, 2022 | Sensitivity | —Unverified | 0 |
| Diagnosing and Remedying Shot Sensitivity with Cosine Few-Shot Learners | Jul 7, 2022 | Novel ConceptsSensitivity | —Unverified | 0 |
| Sensitivity Analysis on Transferred Neural Architectures of BERT and GPT-2 for Financial Sentiment Analysis | Jul 7, 2022 | SensitivitySentiment Analysis | —Unverified | 0 |
| A Robust Ensemble Model for Patasitic Egg Detection and Classification | Jul 4, 2022 | ClassificationData Augmentation | —Unverified | 0 |
| Assessing the Effects of Hyperparameters on Knowledge Graph Embedding Quality | Jul 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Partial-input baselines show that NLI models can ignore context, but they don’t. | Jul 1, 2022 | Sensitivity | CodeCode Available | 0 |
| An Understanding-Oriented Robust Machine Reading Comprehension Model | Jul 1, 2022 | Machine Reading Comprehensionmodel | CodeCode Available | 0 |
| Machine learning for automated quality control in injection moulding manufacturing | Jun 30, 2022 | BIG-bench Machine LearningSensitivity | —Unverified | 0 |
| Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs | Jun 29, 2022 | Face GenerationImage-to-Image Translation | —Unverified | 0 |
| DPOAD: Differentially Private Outsourcing of Anomaly Detection through Iterative Sensitivity Learning | Jun 27, 2022 | Anomaly DetectionSensitivity | —Unverified | 0 |
| Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms | Jun 24, 2022 | Decision MakingSensitivity | —Unverified | 0 |
| Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models | Jun 23, 2022 | Sensitivity | CodeCode Available | 0 |
| AI-based software for lung nodule detection in chest X-rays -- Time for a second reader approach? | Jun 22, 2022 | DiagnosticLung Nodule Detection | —Unverified | 0 |
| Electrochemical Parameter Identification for Lithium-ion Battery Sources in Self-Sustained Transportation Energy Systems | Jun 21, 2022 | Sensitivity | —Unverified | 0 |
| Sensitivity of Average Precision to Bounding Box Perturbations | Jun 21, 2022 | object-detectionObject Detection | CodeCode Available | 0 |
| Measuring Class-Imbalance Sensitivity of Deterministic Performance Evaluation Metrics | Jun 20, 2022 | Sensitivity | —Unverified | 0 |
| Bilingual by default: Voice Assistants and the role of code-switching in creating a bilingual user experience | Jun 20, 2022 | Sensitivity | —Unverified | 0 |
| You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks | Jun 17, 2022 | HumanitarianSensitivity | CodeCode Available | 0 |
| Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution | Jun 15, 2022 | Model SelectionOutlier Detection | CodeCode Available | 0 |
| Experimental Comparison of PAM-8 Probabilistic Shaping with Different Gaussian Orders at 200 Gb/s Net Rate in IM/DD System with O-Band TOSA | Jun 14, 2022 | Sensitivity | —Unverified | 0 |
| Hellinger distance to normal distribution as market invariant | Jun 12, 2022 | Sensitivity | —Unverified | 0 |
| Observation Site Selection for Physical Model Parameter Estimation toward Process-Driven Seismic Wavefield Reconstruction | Jun 9, 2022 | parameter estimationSensitivity | —Unverified | 0 |
| A Sparse Polynomial Chaos Expansion-Based Method for Probabilistic Transient Stability Assessment and Enhancement | Jun 9, 2022 | Sensitivity | —Unverified | 0 |
| XAudit : A Theoretical Look at Auditing with Explanations | Jun 9, 2022 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction | Jun 7, 2022 | ClusteringRecommendation Systems | —Unverified | 0 |
| Assessing Omitted Variable Bias when the Controls are Endogenous | Jun 6, 2022 | Sensitivity | —Unverified | 0 |
| Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric | Jun 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| The Sensitivity of Annotator Bias to Task Definitions in Argument Mining | Jun 1, 2022 | Argument MiningSensitivity | CodeCode Available | 0 |
| Uniqueness of Equilibria in Interactive Networks | Jun 1, 2022 | Sensitivity | —Unverified | 0 |
| How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis | Jun 1, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Optimal Activation Functions for the Random Features Regression Model | May 31, 2022 | regressionSensitivity | CodeCode Available | 0 |
| Standalone Neural ODEs with Sensitivity Analysis | May 27, 2022 | Sensitivity | —Unverified | 0 |
| Skin Cancer Diagnostics with an All-Inclusive Smartphone Application | May 25, 2022 | AllDiagnostic | —Unverified | 0 |
| Partial-input baselines show that NLI models can ignore context, but they don't | May 24, 2022 | Sensitivity | CodeCode Available | 0 |
| A mode-in-state contribution factor based on Koopman operator and its application to power system analysis | May 23, 2022 | Sensitivity | —Unverified | 0 |
| Dynamics of a Binary Option Market with Exogenous Information and Price Sensitivity | May 18, 2022 | Sensitivity | —Unverified | 0 |
| Experimental Comparison of Cap and Cup Probabilistically Shaped PAM for O-Band IM/DD Transmission System | May 18, 2022 | Sensitivity | —Unverified | 0 |
| Treatment Choice with Nonlinear Regret | May 17, 2022 | regressionSensitivity | —Unverified | 0 |
| Accelerometry-based classification of circulatory states during out-of-hospital cardiac arrest | May 13, 2022 | ManagementSensitivity | —Unverified | 0 |
| Inferring exemplar discriminability in brain representations | May 13, 2022 | SensitivitySpecificity | —Unverified | 0 |
| Video-based assessment of intraoperative surgical skill | May 13, 2022 | SensitivitySpecificity | —Unverified | 0 |
| ALLSH: Active Learning Guided by Local Sensitivity and Hardness | May 10, 2022 | Active LearningFew-Shot Learning | —Unverified | 0 |
| Coronavirus RNA Sensor Using Single-Stranded DNA Bonded to Sub-Percolated Gold Films on Monolayer Graphene Field-Effect Transistors | May 10, 2022 | Sensitivity | —Unverified | 0 |
| An age-structured epidemic model with vaccination | May 8, 2022 | modelSensitivity | —Unverified | 0 |
| FRC-TOuNN: Topology Optimization of Continuous Fiber Reinforced Composites using Neural Network | May 7, 2022 | Computational EfficiencySensitivity | —Unverified | 0 |
| Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing | May 4, 2022 | Sensitivity | —Unverified | 0 |
| Second-Order Sensitivity Analysis for Bilevel Optimization | May 4, 2022 | Bilevel OptimizationSensitivity | CodeCode Available | 0 |
| Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models | May 4, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Pre-trained language models evaluating themselves - A comparative study | May 1, 2022 | NegationSensitivity | CodeCode Available | 0 |