| Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity | Apr 18, 2021 | Sensitivitytext-classification | CodeCode Available | 1 |
| FovVideoVDP: A visible difference predictor for wide field-of-view video | Apr 1, 2021 | Sensitivity | CodeCode Available | 1 |
| Self-supervised Representation Learning with Relative Predictive Coding | Mar 21, 2021 | Representation LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Towards automated brain aneurysm detection in TOF-MRA: open data, weak labels, and anatomical knowledge | Mar 10, 2021 | Anomaly DetectionSensitivity | CodeCode Available | 1 |
| Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain | Mar 7, 2021 | Sensitivity | CodeCode Available | 1 |
| Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization | Mar 2, 2021 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Integrated Grad-CAM: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks via Integrated Gradient-Based Scoring | Feb 15, 2021 | Object LocalizationSensitivity | CodeCode Available | 1 |
| Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images | Feb 8, 2021 | Sensitivity | CodeCode Available | 1 |
| Hessian-Aware Pruning and Optimal Neural Implant | Jan 22, 2021 | Sensitivity | CodeCode Available | 1 |
| End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction | Jan 8, 2021 | Clinical KnowledgeComputational Efficiency | CodeCode Available | 1 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| Unadversarial Examples: Designing Objects for Robust Vision | Dec 22, 2020 | BIG-bench Machine LearningSensitivity | CodeCode Available | 1 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 |
| Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT Scans | Nov 4, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features | Oct 14, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| Sensitivity of BLANC to human-scored qualities of text summaries | Oct 13, 2020 | Sensitivity | CodeCode Available | 1 |
| On Feature Selection Using Anisotropic General Regression Neural Network | Oct 12, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning | Sep 28, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Sample-Efficient Automated Deep Reinforcement Learning | Sep 3, 2020 | Deep Reinforcement LearningHyperparameter Optimization | CodeCode Available | 1 |
| Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs | Aug 5, 2020 | Image GenerationSensitivity | CodeCode Available | 1 |
| Maximum Mutation Reinforcement Learning for Scalable Control | Jul 24, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Progressive Skeletonization: Trimming more fat from a network at initialization | Jun 16, 2020 | Sensitivity | CodeCode Available | 1 |
| Detection of gravitational-wave signals from binary neutron star mergers using machine learning | Jun 2, 2020 | BIG-bench Machine LearningSensitivity | CodeCode Available | 1 |
| Pruning via Iterative Ranking of Sensitivity Statistics | Jun 1, 2020 | Sensitivity | CodeCode Available | 1 |
| NILE : Natural Language Inference with Faithful Natural Language Explanations | May 25, 2020 | Decision MakingNatural Language Inference | CodeCode Available | 1 |
| AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images | May 19, 2020 | SensitivitySpectral Reconstruction | CodeCode Available | 1 |
| Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks | Apr 28, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Syntactic Data Augmentation Increases Robustness to Inference Heuristics | Apr 24, 2020 | Data AugmentationNatural Language Inference | CodeCode Available | 1 |
| Concept Drift Detection via Equal Intensity k-means Space Partitioning | Apr 24, 2020 | Change DetectionDrift Detection | CodeCode Available | 1 |
| Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution | Apr 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| CovidAID: COVID-19 Detection Using Chest X-Ray | Apr 21, 2020 | Sensitivity | CodeCode Available | 1 |
| JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation | Apr 15, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| There and Back Again: Revisiting Backpropagation Saliency Methods | Apr 6, 2020 | Meta-LearningSensitivity | CodeCode Available | 1 |
| Uncertainty quantification in imaging and automatic horizon tracking: a Bayesian deep-prior based approach | Apr 1, 2020 | Seismic ImagingSensitivity | CodeCode Available | 1 |
| SAM: The Sensitivity of Attribution Methods to Hyperparameters | Mar 4, 2020 | Sensitivity | CodeCode Available | 1 |
| Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding | Mar 3, 2020 | Causal InferenceSensitivity | CodeCode Available | 1 |
| DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation | Feb 26, 2020 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 |
| Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations | Feb 11, 2020 | Sensitivity | CodeCode Available | 1 |
| Privacy-Preserving Gradient Boosting Decision Trees | Nov 11, 2019 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks | Nov 10, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks | Oct 11, 2019 | Sensitivity | CodeCode Available | 1 |
| Measuring Arithmetic Extrapolation Performance | Oct 4, 2019 | Sensitivity | CodeCode Available | 1 |
| SNIP: Single-shot Network Pruning based on Connection Sensitivity | Oct 4, 2018 | Image ClassificationNetwork Pruning | CodeCode Available | 1 |
| Gated Path Planning Networks | Jun 17, 2018 | Sensitivity | CodeCode Available | 1 |
| Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography | Aug 30, 2017 | Breast Cancer DetectionCancer-no cancer per image classification | CodeCode Available | 1 |
| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 |