| An interpretable machine learning system for colorectal cancer diagnosis from pathology slides | Jan 6, 2023 | Active LearningInterpretable Machine Learning | —Unverified | 0 |
| High-Fidelity Event-Radiance Recovery via Transient Event Frequency | Jan 1, 2023 | Sensitivity | CodeCode Available | 0 |
| A plug-in graph neural network to boost temporal sensitivity in fMRI analysis | Jan 1, 2023 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy | Dec 31, 2022 | regressionSensitivity | —Unverified | 0 |
| Resampling Sensitivity of High-Dimensional PCA | Dec 30, 2022 | SensitivityVocal Bursts Intensity Prediction | —Unverified | 0 |
| Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images | Dec 28, 2022 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| Sensitivity analysis of biological washout and depth selection for a machine learning based dose verification framework in proton therapy | Dec 21, 2022 | Sensitivity | —Unverified | 0 |
| Unsupervised Domain Adaptation for Automated Knee Osteoarthritis Phenotype Classification | Dec 14, 2022 | ClassificationDomain Adaptation | —Unverified | 0 |
| PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration | Dec 13, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| High Resolution Near Field Microwave Imaging using Loaded Circular Aperture Probe | Dec 10, 2022 | SensitivityVocal Bursts Intensity Prediction | —Unverified | 0 |
| On the Sensitivity of Reward Inference to Misspecified Human Models | Dec 9, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Identifying mechanisms driving the early response of triple negative breast cancer patients to neoadjuvant chemotherapy using a mechanistic model integrating in vitro and in vivo imaging data | Dec 8, 2022 | Sensitivity | —Unverified | 0 |
| VeriX: Towards Verified Explainability of Deep Neural Networks | Dec 2, 2022 | Sensitivity | —Unverified | 0 |
| When Neural Networks Fail to Generalize? A Model Sensitivity Perspective | Dec 1, 2022 | Data AugmentationDomain Generalization | CodeCode Available | 0 |
| VOCAL: Vowel and Consonant Layering for Expressive Animator-Centric Singing Animation | Nov 30, 2022 | Sensitivity | —Unverified | 0 |
| Sensitivity Analyses of Resilience-oriented Risk-averse Active Distribution Systems Planning | Nov 25, 2022 | SensitivityStochastic Optimization | —Unverified | 0 |
| Non-invasive Liver Fibrosis Screening on CT Images using Radiomics | Nov 25, 2022 | feature selectionregression | —Unverified | 0 |
| ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans | Nov 23, 2022 | Deep AttentionSensitivity | —Unverified | 0 |
| Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions | Nov 22, 2022 | Sensitivity | CodeCode Available | 0 |
| Bode Integral Limitation For Irrational Systems | Nov 20, 2022 | Sensitivity | —Unverified | 0 |
| Probing for Incremental Parse States in Autoregressive Language Models | Nov 17, 2022 | SensitivitySentence | CodeCode Available | 0 |
| Improving Interpretability via Regularization of Neural Activation Sensitivity | Nov 16, 2022 | Adversarial RobustnessExplanation Fidelity Evaluation | —Unverified | 0 |
| Sensitivity to control signals in triphasic rhythmic neural systems: a comparative mechanistic analysis via infinitesimal local timing response curves | Nov 15, 2022 | Model SelectionSensitivity | —Unverified | 0 |
| Bayesian Reconstruction and Differential Testing of Excised mRNA | Nov 14, 2022 | Sensitivity | CodeCode Available | 0 |
| Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction | Nov 13, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Empirical Risk Minimization with Relative Entropy Regularization | Nov 12, 2022 | Sensitivity | —Unverified | 0 |
| Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning | Nov 4, 2022 | Adversarial RobustnessMetric Learning | —Unverified | 0 |
| Decorrelation with conditional normalizing flows | Nov 4, 2022 | Sensitivity | CodeCode Available | 0 |
| Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity | Nov 3, 2022 | Attributecompressed sensing | —Unverified | 0 |
| Deep Distance Sensitivity Oracles | Nov 2, 2022 | Deep LearningSensitivity | —Unverified | 0 |
| User-Entity Differential Privacy in Learning Natural Language Models | Nov 1, 2022 | Sensitivity | CodeCode Available | 0 |
| Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics | Oct 31, 2022 | QuantizationSensitivity | —Unverified | 0 |
| Parametrically driven inertial sensing in chip-scale optomechanical cavities at the thermodynamical limits with extended dynamic range | Oct 31, 2022 | Autonomous DrivingSensitivity | —Unverified | 0 |
| Reliability of CKA as a Similarity Measure in Deep Learning | Oct 28, 2022 | AttributeDeep Learning | —Unverified | 0 |
| Closed-form modeling of neuronal spike train statistics using multivariate Hawkes cumulants | Oct 27, 2022 | FormSensitivity | CodeCode Available | 0 |
| Neural Networks with Quantization Constraints | Oct 27, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| Calibrationless Reconstruction of Uniformly-Undersampled Multi-Channel MR Data with Deep Learning Estimated ESPIRiT Maps | Oct 26, 2022 | Sensitivity | —Unverified | 0 |
| A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging | Oct 23, 2022 | DiagnosticImage Reconstruction | —Unverified | 0 |
| PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models | Oct 22, 2022 | Sensitivity | —Unverified | 0 |
| Spectrum-BERT: Pre-training of Deep Bidirectional Transformers for Spectral Classification of Chinese Liquors | Oct 22, 2022 | Sensitivity | —Unverified | 0 |
| SPINA Carb: a simple mathematical model supporting fast in-vivo estimation of insulin sensitivity and beta cell function | Oct 21, 2022 | DiagnosticSensitivity | CodeCode Available | 0 |
| Risk-Sensitive Markov Decision Processes with Long-Run CVaR Criterion | Oct 17, 2022 | ManagementSensitivity | —Unverified | 0 |
| FIT: A Metric for Model Sensitivity | Oct 16, 2022 | modelModel Compression | —Unverified | 0 |
| Distributionally Robust Causal Inference with Observational Data | Oct 15, 2022 | Causal InferenceSensitivity | —Unverified | 0 |
| Uncertainty Quantification and Sensitivity analysis for Digital Twin Enabling Technology: Application for BISON Fuel Performance Code | Oct 14, 2022 | Decision MakingSensitivity | —Unverified | 0 |
| Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders | Oct 11, 2022 | Paraphrase IdentificationSensitivity | —Unverified | 0 |
| Deep learning model compression using network sensitivity and gradients | Oct 11, 2022 | Deep LearningModel Compression | —Unverified | 0 |
| Joint Multi-grained Popularity-aware Graph Convolution Collaborative Filtering for Recommendation | Oct 10, 2022 | Collaborative FilteringRecommendation Systems | CodeCode Available | 0 |
| Using Deep Learning to Improve Early Diagnosis of Pneumonia in Underdeveloped Countries | Oct 10, 2022 | SensitivitySpecificity | —Unverified | 0 |
| DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy | Oct 10, 2022 | Sensitivity | CodeCode Available | 0 |